---
_id: '2836'
abstract:
- lang: eng
  text: 'We study the automatic synthesis of fair non-repudiation protocols, a class
    of fair exchange protocols, used for digital contract signing. First, we show
    how to specify the objectives of the participating agents and the trusted third
    party as path formulas in linear temporal logic and prove that the satisfaction
    of these objectives imply fairness; a property required of fair exchange protocols.
    We then show that weak (co-operative) co-synthesis and classical (strictly competitive)
    co-synthesis fail, whereas assume-guarantee synthesis (AGS) succeeds. We demonstrate
    the success of AGS as follows: (a) any solution of AGS is attack-free; no subset
    of participants can violate the objectives of the other participants; (b) the
    Asokan-Shoup-Waidner certified mail protocol that has known vulnerabilities is
    not a solution of AGS; (c) the Kremer-Markowitch non-repudiation protocol is a
    solution of AGS; and (d) AGS presents a new and symmetric fair non-repudiation
    protocol that is attack-free. To our knowledge this is the first application of
    synthesis to fair non-repudiation protocols, and our results show how synthesis
    can both automatically discover vulnerabilities in protocols and generate correct
    protocols. The solution to AGS can be computed efficiently as the secure equilibrium
    solution of three-player graph games. '
article_processing_charge: No
arxiv: 1
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Vishwanath
  full_name: Raman, Vishwanath
  last_name: Raman
citation:
  ama: Chatterjee K, Raman V. Assume-guarantee synthesis for digital contract signing.
    <i>Formal Aspects of Computing</i>. 2013;26(4):825-859. doi:<a href="https://doi.org/10.1007/s00165-013-0283-6">10.1007/s00165-013-0283-6</a>
  apa: Chatterjee, K., &#38; Raman, V. (2013). Assume-guarantee synthesis for digital
    contract signing. <i>Formal Aspects of Computing</i>. Springer. <a href="https://doi.org/10.1007/s00165-013-0283-6">https://doi.org/10.1007/s00165-013-0283-6</a>
  chicago: Chatterjee, Krishnendu, and Vishwanath Raman. “Assume-Guarantee Synthesis
    for Digital Contract Signing.” <i>Formal Aspects of Computing</i>. Springer, 2013.
    <a href="https://doi.org/10.1007/s00165-013-0283-6">https://doi.org/10.1007/s00165-013-0283-6</a>.
  ieee: K. Chatterjee and V. Raman, “Assume-guarantee synthesis for digital contract
    signing,” <i>Formal Aspects of Computing</i>, vol. 26, no. 4. Springer, pp. 825–859,
    2013.
  ista: Chatterjee K, Raman V. 2013. Assume-guarantee synthesis for digital contract
    signing. Formal Aspects of Computing. 26(4), 825–859.
  mla: Chatterjee, Krishnendu, and Vishwanath Raman. “Assume-Guarantee Synthesis for
    Digital Contract Signing.” <i>Formal Aspects of Computing</i>, vol. 26, no. 4,
    Springer, 2013, pp. 825–59, doi:<a href="https://doi.org/10.1007/s00165-013-0283-6">10.1007/s00165-013-0283-6</a>.
  short: K. Chatterjee, V. Raman, Formal Aspects of Computing 26 (2013) 825–859.
date_created: 2018-12-11T11:59:51Z
date_published: 2013-07-04T00:00:00Z
date_updated: 2025-09-29T13:47:26Z
day: '04'
department:
- _id: KrCh
doi: 10.1007/s00165-013-0283-6
ec_funded: 1
external_id:
  arxiv:
  - '1004.2697'
  isi:
  - '000339105100007'
intvolume: '        26'
isi: 1
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1004.2697
month: '07'
oa: 1
oa_version: Preprint
page: 825 - 859
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication: Formal Aspects of Computing
publication_status: published
publisher: Springer
publist_id: '3963'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Assume-guarantee synthesis for digital contract signing
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 26
year: '2013'
...
---
_id: '2854'
abstract:
- lang: eng
  text: We consider concurrent games played on graphs. At every round of a game, each
    player simultaneously and independently selects a move; the moves jointly determine
    the transition to a successor state. Two basic objectives are the safety objective
    to stay forever in a given set of states, and its dual, the reachability objective
    to reach a given set of states. First, we present a simple proof of the fact that
    in concurrent reachability games, for all ε&gt;0, memoryless ε-optimal strategies
    exist. A memoryless strategy is independent of the history of plays, and an ε-optimal
    strategy achieves the objective with probability within ε of the value of the
    game. In contrast to previous proofs of this fact, our proof is more elementary
    and more combinatorial. Second, we present a strategy-improvement (a.k.a. policy-iteration)
    algorithm for concurrent games with reachability objectives. Finally, we present
    a strategy-improvement algorithm for turn-based stochastic games (where each player
    selects moves in turns) with safety objectives. Our algorithms yield sequences
    of player-1 strategies which ensure probabilities of winning that converge monotonically
    (from below) to the value of the game. © 2012 Elsevier Inc.
acknowledgement: This work was partially supported in part by the NSF grants CCR-0132780,
  CNS-0720884, CCR-0225610, by the Swiss National Science Foundation, ERC Start Grant
  Graph Games (Project No. 279307), FWF NFN Grant S11407-N23 (RiSE), and a Microsoft
  faculty fellows
article_processing_charge: No
article_type: original
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Luca
  full_name: De Alfaro, Luca
  last_name: De Alfaro
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
citation:
  ama: Chatterjee K, De Alfaro L, Henzinger TA. Strategy improvement for concurrent
    reachability and turn based stochastic safety games. <i>Journal of Computer and
    System Sciences</i>. 2013;79(5):640-657. doi:<a href="https://doi.org/10.1016/j.jcss.2012.12.001">10.1016/j.jcss.2012.12.001</a>
  apa: Chatterjee, K., De Alfaro, L., &#38; Henzinger, T. A. (2013). Strategy improvement
    for concurrent reachability and turn based stochastic safety games. <i>Journal
    of Computer and System Sciences</i>. Elsevier. <a href="https://doi.org/10.1016/j.jcss.2012.12.001">https://doi.org/10.1016/j.jcss.2012.12.001</a>
  chicago: Chatterjee, Krishnendu, Luca De Alfaro, and Thomas A Henzinger. “Strategy
    Improvement for Concurrent Reachability and Turn Based Stochastic Safety Games.”
    <i>Journal of Computer and System Sciences</i>. Elsevier, 2013. <a href="https://doi.org/10.1016/j.jcss.2012.12.001">https://doi.org/10.1016/j.jcss.2012.12.001</a>.
  ieee: K. Chatterjee, L. De Alfaro, and T. A. Henzinger, “Strategy improvement for
    concurrent reachability and turn based stochastic safety games,” <i>Journal of
    Computer and System Sciences</i>, vol. 79, no. 5. Elsevier, pp. 640–657, 2013.
  ista: Chatterjee K, De Alfaro L, Henzinger TA. 2013. Strategy improvement for concurrent
    reachability and turn based stochastic safety games. Journal of Computer and System
    Sciences. 79(5), 640–657.
  mla: Chatterjee, Krishnendu, et al. “Strategy Improvement for Concurrent Reachability
    and Turn Based Stochastic Safety Games.” <i>Journal of Computer and System Sciences</i>,
    vol. 79, no. 5, Elsevier, 2013, pp. 640–57, doi:<a href="https://doi.org/10.1016/j.jcss.2012.12.001">10.1016/j.jcss.2012.12.001</a>.
  short: K. Chatterjee, L. De Alfaro, T.A. Henzinger, Journal of Computer and System
    Sciences 79 (2013) 640–657.
corr_author: '1'
date_created: 2018-12-11T11:59:57Z
date_published: 2013-08-01T00:00:00Z
date_updated: 2025-09-29T13:40:38Z
day: '01'
ddc:
- '000'
department:
- _id: KrCh
- _id: ToHe
doi: 10.1016/j.jcss.2012.12.001
ec_funded: 1
external_id:
  isi:
  - '000316837300011'
file:
- access_level: open_access
  checksum: 6d3ee12cceb946a0abe69594b6a22409
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:18:48Z
  date_updated: 2020-07-14T12:45:51Z
  file_id: '5370'
  file_name: IST-2015-388-v1+1_1-s2.0-S0022000012001778-main.pdf
  file_size: 425488
  relation: main_file
file_date_updated: 2020-07-14T12:45:51Z
has_accepted_license: '1'
intvolume: '        79'
isi: 1
issue: '5'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '08'
oa: 1
oa_version: Published Version
page: 640 - 657
project:
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication: Journal of Computer and System Sciences
publication_status: published
publisher: Elsevier
publist_id: '3938'
pubrep_id: '388'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Strategy improvement for concurrent reachability and turn based stochastic
  safety games
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 79
year: '2013'
...
---
_id: '2886'
abstract:
- lang: eng
  text: We focus on the realizability problem of Message Sequence Graphs (MSG), i.e.
    the problem whether a given MSG specification is correctly distributable among
    parallel components communicating via messages. This fundamental problem of MSG
    is known to be undecidable. We introduce a well motivated restricted class of
    MSG, so called controllable-choice MSG, and show that all its models are realizable
    and moreover it is decidable whether a given MSG model is a member of this class.
    In more detail, this class of MSG specifications admits a deadlock-free realization
    by overloading existing messages with additional bounded control data. We also
    show that the presented class is the largest known subclass of MSG that allows
    for deadlock-free realization.
alternative_title:
- LNCS
article_processing_charge: No
arxiv: 1
author:
- first_name: Martin
  full_name: Chmelik, Martin
  id: 3624234E-F248-11E8-B48F-1D18A9856A87
  last_name: Chmelik
- first_name: Vojtěch
  full_name: Řehák, Vojtěch
  last_name: Řehák
citation:
  ama: Chmelik M, Řehák V. Controllable-choice message sequence graphs. 2013;7721:118-130.
    doi:<a href="https://doi.org/10.1007/978-3-642-36046-6_12">10.1007/978-3-642-36046-6_12</a>
  apa: 'Chmelik, M., &#38; Řehák, V. (2013). Controllable-choice message sequence
    graphs. Presented at the MEMICS: Mathematical and Engineering Methods in Computer
    Science, Znojmo, Czech Republic: Springer. <a href="https://doi.org/10.1007/978-3-642-36046-6_12">https://doi.org/10.1007/978-3-642-36046-6_12</a>'
  chicago: Chmelik, Martin, and Vojtěch Řehák. “Controllable-Choice Message Sequence
    Graphs.” Lecture Notes in Computer Science. Springer, 2013. <a href="https://doi.org/10.1007/978-3-642-36046-6_12">https://doi.org/10.1007/978-3-642-36046-6_12</a>.
  ieee: M. Chmelik and V. Řehák, “Controllable-choice message sequence graphs,” vol.
    7721. Springer, pp. 118–130, 2013.
  ista: Chmelik M, Řehák V. 2013. Controllable-choice message sequence graphs. 7721,
    118–130.
  mla: Chmelik, Martin, and Vojtěch Řehák. <i>Controllable-Choice Message Sequence
    Graphs</i>. Vol. 7721, Springer, 2013, pp. 118–30, doi:<a href="https://doi.org/10.1007/978-3-642-36046-6_12">10.1007/978-3-642-36046-6_12</a>.
  short: M. Chmelik, V. Řehák, 7721 (2013) 118–130.
conference:
  end_date: 2012-10-28
  location: Znojmo, Czech Republic
  name: 'MEMICS: Mathematical and Engineering Methods in Computer Science'
  start_date: 2012-10-25
corr_author: '1'
date_created: 2018-12-11T12:00:09Z
date_published: 2013-01-09T00:00:00Z
date_updated: 2025-06-11T08:05:09Z
day: '09'
department:
- _id: KrCh
doi: 10.1007/978-3-642-36046-6_12
ec_funded: 1
external_id:
  arxiv:
  - '1209.4499'
intvolume: '      7721'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1209.4499
month: '01'
oa: 1
oa_version: Submitted Version
page: 118 - 130
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication_status: published
publisher: Springer
publist_id: '3873'
quality_controlled: '1'
scopus_import: '1'
series_title: Lecture Notes in Computer Science
status: public
title: Controllable-choice message sequence graphs
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 7721
year: '2013'
...
---
_id: '1374'
abstract:
- lang: eng
  text: 'We study two-player zero-sum games over infinite-state graphs equipped with
    ωB and finitary conditions. Our first contribution is about the strategy complexity,
    i.e the memory required for winning strategies: we prove that over general infinite-state
    graphs, memoryless strategies are sufficient for finitary Büchi, and finite-memory
    suffices for finitary parity games. We then study pushdown games with boundedness
    conditions, with two contributions. First we prove a collapse result for pushdown
    games with ωB-conditions, implying the decidability of solving these games. Second
    we consider pushdown games with finitary parity along with stack boundedness conditions,
    and show that solving these games is EXPTIME-complete.'
alternative_title:
- LIPIcs
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Nathanaël
  full_name: Fijalkow, Nathanaël
  last_name: Fijalkow
citation:
  ama: 'Chatterjee K, Fijalkow N. Infinite-state games with finitary conditions. In:
    <i>22nd EACSL Annual Conference on Computer Science Logic</i>. Vol 23. Leibniz
    International Proceedings in Informatics. Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik; 2013:181-196. doi:<a href="https://doi.org/10.4230/LIPIcs.CSL.2013.181">10.4230/LIPIcs.CSL.2013.181</a>'
  apa: 'Chatterjee, K., &#38; Fijalkow, N. (2013). Infinite-state games with finitary
    conditions. In <i>22nd EACSL Annual Conference on Computer Science Logic</i> (Vol.
    23, pp. 181–196). Torino, Italy: Schloss Dagstuhl - Leibniz-Zentrum für Informatik.
    <a href="https://doi.org/10.4230/LIPIcs.CSL.2013.181">https://doi.org/10.4230/LIPIcs.CSL.2013.181</a>'
  chicago: Chatterjee, Krishnendu, and Nathanaël Fijalkow. “Infinite-State Games with
    Finitary Conditions.” In <i>22nd EACSL Annual Conference on Computer Science Logic</i>,
    23:181–96. Leibniz International Proceedings in Informatics. Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik, 2013. <a href="https://doi.org/10.4230/LIPIcs.CSL.2013.181">https://doi.org/10.4230/LIPIcs.CSL.2013.181</a>.
  ieee: K. Chatterjee and N. Fijalkow, “Infinite-state games with finitary conditions,”
    in <i>22nd EACSL Annual Conference on Computer Science Logic</i>, Torino, Italy,
    2013, vol. 23, pp. 181–196.
  ista: 'Chatterjee K, Fijalkow N. 2013. Infinite-state games with finitary conditions.
    22nd EACSL Annual Conference on Computer Science Logic. CSL: Computer Science
    LogicLeibniz International Proceedings in Informatics, LIPIcs, vol. 23, 181–196.'
  mla: Chatterjee, Krishnendu, and Nathanaël Fijalkow. “Infinite-State Games with
    Finitary Conditions.” <i>22nd EACSL Annual Conference on Computer Science Logic</i>,
    vol. 23, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2013, pp. 181–96,
    doi:<a href="https://doi.org/10.4230/LIPIcs.CSL.2013.181">10.4230/LIPIcs.CSL.2013.181</a>.
  short: K. Chatterjee, N. Fijalkow, in:, 22nd EACSL Annual Conference on Computer
    Science Logic, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2013, pp. 181–196.
conference:
  end_date: 2013-09-05
  location: Torino, Italy
  name: 'CSL: Computer Science Logic'
  start_date: 203-09-02
corr_author: '1'
date_created: 2018-12-11T11:51:39Z
date_published: 2013-09-01T00:00:00Z
date_updated: 2024-10-09T20:55:23Z
day: '01'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.4230/LIPIcs.CSL.2013.181
ec_funded: 1
file:
- access_level: open_access
  checksum: b7091a3866db573c0db5ec486952255e
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:13:38Z
  date_updated: 2020-07-14T12:44:47Z
  file_id: '5023'
  file_name: IST-2016-624-v1+1_ChKr_Infinite-state_games_2013_17.pdf
  file_size: 547296
  relation: main_file
file_date_updated: 2020-07-14T12:44:47Z
has_accepted_license: '1'
intvolume: '        23'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: 181 - 196
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication: 22nd EACSL Annual Conference on Computer Science Logic
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
publist_id: '5837'
pubrep_id: '624'
quality_controlled: '1'
scopus_import: 1
series_title: Leibniz International Proceedings in Informatics
status: public
title: Infinite-state games with finitary conditions
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 23
year: '2013'
...
---
OA_place: repository
OA_type: green
_id: '1376'
abstract:
- lang: eng
  text: 'We consider the distributed synthesis problem for temporal logic specifications.
    Traditionally, the problem has been studied for LTL, and the previous results
    show that the problem is decidable iff there is no information fork in the architecture.
    We consider the problem for fragments of LTL and our main results are as follows:
    (1) We show that the problem is undecidable for architectures with information
    forks even for the fragment of LTL with temporal operators restricted to next
    and eventually. (2) For specifications restricted to globally along with non-nested
    next operators, we establish decidability (in EXPSPACE) for star architectures
    where the processes receive disjoint inputs, whereas we establish undecidability
    for architectures containing an information fork-meet structure. (3) Finally,
    we consider LTL without the next operator, and establish decidability (NEXPTIME-complete)
    for all architectures for a fragment that consists of a set of safety assumptions,
    and a set of guarantees where each guarantee is a safety, reachability, or liveness
    condition.'
article_processing_charge: No
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Jan
  full_name: Otop, Jan
  id: 2FC5DA74-F248-11E8-B48F-1D18A9856A87
  last_name: Otop
- first_name: Andreas
  full_name: Pavlogiannis, Andreas
  id: 49704004-F248-11E8-B48F-1D18A9856A87
  last_name: Pavlogiannis
  orcid: 0000-0002-8943-0722
citation:
  ama: 'Chatterjee K, Henzinger TA, Otop J, Pavlogiannis A. Distributed synthesis
    for LTL fragments. In: <i>13th International Conference on Formal Methods in Computer-Aided
    Design</i>. IEEE; 2013:18-25. doi:<a href="https://doi.org/10.1109/FMCAD.2013.6679386">10.1109/FMCAD.2013.6679386</a>'
  apa: 'Chatterjee, K., Henzinger, T. A., Otop, J., &#38; Pavlogiannis, A. (2013).
    Distributed synthesis for LTL fragments. In <i>13th International Conference on
    Formal Methods in Computer-Aided Design</i> (pp. 18–25). Portland, OR, United
    States: IEEE. <a href="https://doi.org/10.1109/FMCAD.2013.6679386">https://doi.org/10.1109/FMCAD.2013.6679386</a>'
  chicago: Chatterjee, Krishnendu, Thomas A Henzinger, Jan Otop, and Andreas Pavlogiannis.
    “Distributed Synthesis for LTL Fragments.” In <i>13th International Conference
    on Formal Methods in Computer-Aided Design</i>, 18–25. IEEE, 2013. <a href="https://doi.org/10.1109/FMCAD.2013.6679386">https://doi.org/10.1109/FMCAD.2013.6679386</a>.
  ieee: K. Chatterjee, T. A. Henzinger, J. Otop, and A. Pavlogiannis, “Distributed
    synthesis for LTL fragments,” in <i>13th International Conference on Formal Methods
    in Computer-Aided Design</i>, Portland, OR, United States, 2013, pp. 18–25.
  ista: 'Chatterjee K, Henzinger TA, Otop J, Pavlogiannis A. 2013. Distributed synthesis
    for LTL fragments. 13th International Conference on Formal Methods in Computer-Aided
    Design. FMCAD: Formal Methods in Computer-Aided Design, 18–25.'
  mla: Chatterjee, Krishnendu, et al. “Distributed Synthesis for LTL Fragments.” <i>13th
    International Conference on Formal Methods in Computer-Aided Design</i>, IEEE,
    2013, pp. 18–25, doi:<a href="https://doi.org/10.1109/FMCAD.2013.6679386">10.1109/FMCAD.2013.6679386</a>.
  short: K. Chatterjee, T.A. Henzinger, J. Otop, A. Pavlogiannis, in:, 13th International
    Conference on Formal Methods in Computer-Aided Design, IEEE, 2013, pp. 18–25.
conference:
  end_date: 2013-10-23
  location: Portland, OR, United States
  name: 'FMCAD: Formal Methods in Computer-Aided Design'
  start_date: 2013-10-20
corr_author: '1'
date_created: 2018-12-11T11:51:40Z
date_published: 2013-12-11T00:00:00Z
date_updated: 2025-06-26T08:33:43Z
day: '11'
department:
- _id: KrCh
- _id: ToHe
doi: 10.1109/FMCAD.2013.6679386
ec_funded: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.15479/AT:IST-2013-130-v1-1
month: '12'
oa: 1
oa_version: Preprint
page: 18 - 25
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25EE3708-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '267989'
  name: Quantitative Reactive Modeling
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication: 13th International Conference on Formal Methods in Computer-Aided Design
publication_status: published
publisher: IEEE
publist_id: '5835'
quality_controlled: '1'
related_material:
  record:
  - id: '5406'
    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: Distributed synthesis for LTL fragments
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2013'
...
---
_id: '5399'
abstract:
- lang: eng
  text: In this work we present a flexible tool for tumor progression, which simulates
    the evolutionary dynamics of cancer. Tumor progression implements a multi-type
    branching process where the key parameters are the fitness landscape, the mutation
    rate, and the average time of cell division. The fitness of a cancer cell depends
    on the mutations it has accumulated. The input to our tool could be any fitness
    landscape, mutation rate, and cell division time, and the tool produces the growth
    dynamics and all relevant statistics.
alternative_title:
- IST Austria Technical Report
author:
- first_name: Johannes
  full_name: Reiter, Johannes
  id: 4A918E98-F248-11E8-B48F-1D18A9856A87
  last_name: Reiter
  orcid: 0000-0002-0170-7353
- first_name: Ivana
  full_name: Bozic, Ivana
  last_name: Bozic
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Martin
  full_name: Nowak, Martin
  last_name: Nowak
citation:
  ama: 'Reiter J, Bozic I, Chatterjee K, Nowak M. <i>TTP: Tool for Tumor Progression</i>.
    IST Austria; 2013. doi:<a href="https://doi.org/10.15479/AT:IST-2013-104-v1-1">10.15479/AT:IST-2013-104-v1-1</a>'
  apa: 'Reiter, J., Bozic, I., Chatterjee, K., &#38; Nowak, M. (2013). <i>TTP: Tool
    for Tumor Progression</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2013-104-v1-1">https://doi.org/10.15479/AT:IST-2013-104-v1-1</a>'
  chicago: 'Reiter, Johannes, Ivana Bozic, Krishnendu Chatterjee, and Martin Nowak.
    <i>TTP: Tool for Tumor Progression</i>. IST Austria, 2013. <a href="https://doi.org/10.15479/AT:IST-2013-104-v1-1">https://doi.org/10.15479/AT:IST-2013-104-v1-1</a>.'
  ieee: 'J. Reiter, I. Bozic, K. Chatterjee, and M. Nowak, <i>TTP: Tool for Tumor
    Progression</i>. IST Austria, 2013.'
  ista: 'Reiter J, Bozic I, Chatterjee K, Nowak M. 2013. TTP: Tool for Tumor Progression,
    IST Austria, 17p.'
  mla: 'Reiter, Johannes, et al. <i>TTP: Tool for Tumor Progression</i>. IST Austria,
    2013, doi:<a href="https://doi.org/10.15479/AT:IST-2013-104-v1-1">10.15479/AT:IST-2013-104-v1-1</a>.'
  short: 'J. Reiter, I. Bozic, K. Chatterjee, M. Nowak, TTP: Tool for Tumor Progression,
    IST Austria, 2013.'
date_created: 2018-12-12T11:39:07Z
date_published: 2013-01-11T00:00:00Z
date_updated: 2025-04-15T08:12:25Z
day: '11'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2013-104-v1-1
file:
- access_level: open_access
  checksum: 2cc8c6e157eca1271128db80bb3dec80
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:54:20Z
  date_updated: 2020-07-14T12:46:44Z
  file_id: '5542'
  file_name: IST-2013-104-v1+1_tumortool.pdf
  file_size: 1471954
  relation: main_file
file_date_updated: 2020-07-14T12:46:44Z
has_accepted_license: '1'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: '17'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '104'
related_material:
  record:
  - id: '2000'
    relation: later_version
    status: public
status: public
title: 'TTP: Tool for Tumor Progression'
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2013'
...
---
_id: '5400'
abstract:
- lang: eng
  text: We consider partially observable Markov decision processes (POMDPs) with ω-regular
    conditions specified as parity objectives. The class of ω-regular languages extends
    regular languages to infinite strings and provides a robust specification language
    to express all properties used in verification, and parity objectives are canonical
    forms to express ω-regular conditions. The qualitative analysis problem given
    a POMDP and a parity objective asks whether there is a strategy to ensure that
    the objective is satis- fied with probability 1 (resp. positive probability).
    While the qualitative analysis problems are known to be undecidable even for very
    special cases of parity objectives, we establish decidability (with optimal complexity)
    of the qualitative analysis problems for POMDPs with all parity objectives under
    finite- memory strategies. We establish asymptotically optimal (exponential) memory
    bounds and EXPTIME- completeness of the qualitative analysis problems under finite-memory
    strategies for POMDPs with parity objectives.
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Martin
  full_name: Chmelik, Martin
  id: 3624234E-F248-11E8-B48F-1D18A9856A87
  last_name: Chmelik
- first_name: Mathieu
  full_name: Tracol, Mathieu
  id: 3F54FA38-F248-11E8-B48F-1D18A9856A87
  last_name: Tracol
citation:
  ama: Chatterjee K, Chmelik M, Tracol M. <i>What Is Decidable about Partially Observable
    Markov Decision Processes with ω-Regular Objectives</i>. IST Austria; 2013. doi:<a
    href="https://doi.org/10.15479/AT:IST-2013-109-v1-1">10.15479/AT:IST-2013-109-v1-1</a>
  apa: Chatterjee, K., Chmelik, M., &#38; Tracol, M. (2013). <i>What is decidable
    about partially observable Markov decision processes with ω-regular objectives</i>.
    IST Austria. <a href="https://doi.org/10.15479/AT:IST-2013-109-v1-1">https://doi.org/10.15479/AT:IST-2013-109-v1-1</a>
  chicago: Chatterjee, Krishnendu, Martin Chmelik, and Mathieu Tracol. <i>What Is
    Decidable about Partially Observable Markov Decision Processes with ω-Regular
    Objectives</i>. IST Austria, 2013. <a href="https://doi.org/10.15479/AT:IST-2013-109-v1-1">https://doi.org/10.15479/AT:IST-2013-109-v1-1</a>.
  ieee: K. Chatterjee, M. Chmelik, and M. Tracol, <i>What is decidable about partially
    observable Markov decision processes with ω-regular objectives</i>. IST Austria,
    2013.
  ista: Chatterjee K, Chmelik M, Tracol M. 2013. What is decidable about partially
    observable Markov decision processes with ω-regular objectives, IST Austria, 41p.
  mla: Chatterjee, Krishnendu, et al. <i>What Is Decidable about Partially Observable
    Markov Decision Processes with ω-Regular Objectives</i>. IST Austria, 2013, doi:<a
    href="https://doi.org/10.15479/AT:IST-2013-109-v1-1">10.15479/AT:IST-2013-109-v1-1</a>.
  short: K. Chatterjee, M. Chmelik, M. Tracol, What Is Decidable about Partially Observable
    Markov Decision Processes with ω-Regular Objectives, IST Austria, 2013.
date_created: 2018-12-12T11:39:07Z
date_published: 2013-02-20T00:00:00Z
date_updated: 2025-09-18T11:38:38Z
day: '20'
ddc:
- '000'
- '005'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2013-109-v1-1
file:
- access_level: open_access
  checksum: cbba40210788a1b22c6cf06433b5ed6f
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:06Z
  date_updated: 2020-07-14T12:46:44Z
  file_id: '5467'
  file_name: IST-2013-109-v1+1_What_is_Decidable_about_Partially_Observable_Markov_Decision_Processes_with_ω-Regular_Objectives.pdf
  file_size: 483407
  relation: main_file
file_date_updated: 2020-07-14T12:46:44Z
has_accepted_license: '1'
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
page: '41'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '109'
related_material:
  record:
  - id: '2295'
    relation: later_version
    status: public
  - id: '1477'
    relation: later_version
    status: public
status: public
title: What is decidable about partially observable Markov decision processes with
  ω-regular objectives
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2013'
...
---
_id: '5403'
abstract:
- lang: eng
  text: 'We consider concurrent games played by two-players on a finite state graph,
    where in every round the players simultaneously choose a move, and the current
    state along with the joint moves determine the successor state. We study the most
    fundamental objective for concurrent games, namely, mean-payoff or limit-average
    objective, where a reward is associated to every transition, and the goal of player
    1 is to maximize the long-run average of the rewards, and the objective of player
    2 is strictly the opposite (i.e., the games are zero-sum). The path constraint
    for player 1 could be qualitative, i.e., the mean-payoff is the maximal reward,
    or arbitrarily close to it; or quantitative, i.e., a given threshold between the
    minimal and maximal reward. We consider the computation of the almost-sure (resp.
    positive) winning sets, where player 1 can ensure that the path constraint is
    satisfied with probability 1 (resp. positive probability). Almost-sure winning
    with qualitative constraint exactly corresponds to the question whether there
    exists a strategy to ensure that the payoff is the maximal reward of the game.
    Our main results for qualitative path constraints are as follows: (1) we establish
    qualitative determinacy results that show for every state either player 1 has
    a strategy to ensure almost-sure (resp. positive) winning against all player-2
    strategies or player 2 has a spoiling strategy to falsify almost-sure (resp. positive)
    winning against all player-1 strategies; (2) we present optimal strategy complexity
    results that precisely characterize the classes of strategies required for almost-sure
    and positive winning for both players; and (3) we present quadratic time algorithms
    to compute the almost-sure and the positive winning sets, matching the best known
    bound of the algorithms for much simpler problems (such as reachability objectives).
    For quantitative constraints we show that a polynomial time solution for the almost-sure
    or the positive winning set would imply a solution to a long-standing open problem
    (of solving the value problem of mean-payoff games) that is not known to be in
    polynomial time.'
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Rasmus
  full_name: Ibsen-Jensen, Rasmus
  id: 3B699956-F248-11E8-B48F-1D18A9856A87
  last_name: Ibsen-Jensen
  orcid: 0000-0003-4783-0389
citation:
  ama: Chatterjee K, Ibsen-Jensen R. <i>Qualitative Analysis of Concurrent Mean-Payoff
    Games</i>. IST Austria; 2013. doi:<a href="https://doi.org/10.15479/AT:IST-2013-126-v1-1">10.15479/AT:IST-2013-126-v1-1</a>
  apa: Chatterjee, K., &#38; Ibsen-Jensen, R. (2013). <i>Qualitative analysis of concurrent
    mean-payoff games</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2013-126-v1-1">https://doi.org/10.15479/AT:IST-2013-126-v1-1</a>
  chicago: Chatterjee, Krishnendu, and Rasmus Ibsen-Jensen. <i>Qualitative Analysis
    of Concurrent Mean-Payoff Games</i>. IST Austria, 2013. <a href="https://doi.org/10.15479/AT:IST-2013-126-v1-1">https://doi.org/10.15479/AT:IST-2013-126-v1-1</a>.
  ieee: K. Chatterjee and R. Ibsen-Jensen, <i>Qualitative analysis of concurrent mean-payoff
    games</i>. IST Austria, 2013.
  ista: Chatterjee K, Ibsen-Jensen R. 2013. Qualitative analysis of concurrent mean-payoff
    games, IST Austria, 33p.
  mla: Chatterjee, Krishnendu, and Rasmus Ibsen-Jensen. <i>Qualitative Analysis of
    Concurrent Mean-Payoff Games</i>. IST Austria, 2013, doi:<a href="https://doi.org/10.15479/AT:IST-2013-126-v1-1">10.15479/AT:IST-2013-126-v1-1</a>.
  short: K. Chatterjee, R. Ibsen-Jensen, Qualitative Analysis of Concurrent Mean-Payoff
    Games, IST Austria, 2013.
date_created: 2018-12-12T11:39:08Z
date_published: 2013-07-03T00:00:00Z
date_updated: 2025-09-23T09:56:27Z
day: '03'
ddc:
- '000'
- '005'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2013-126-v1-1
file:
- access_level: open_access
  checksum: 063868c665beec37bf28160e2a695746
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:49Z
  date_updated: 2020-07-14T12:46:45Z
  file_id: '5510'
  file_name: IST-2013-126-v1+1_soda_full.pdf
  file_size: 434523
  relation: main_file
file_date_updated: 2020-07-14T12:46:45Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '33'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '126'
related_material:
  record:
  - id: '524'
    relation: later_version
    status: public
status: public
title: Qualitative analysis of concurrent mean-payoff games
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2013'
...
---
_id: '5404'
abstract:
- lang: eng
  text: 'We study finite-state two-player (zero-sum) concurrent mean-payoff games
    played on a graph. We focus on the important sub-class of ergodic games where
    all states are visited infinitely often with probability 1. The algorithmic study
    of ergodic games was initiated in a seminal work of Hoffman and Karp in 1966,
    but all basic complexity questions have remained unresolved. Our main results
    for ergodic games are as follows: We establish (1) an optimal exponential bound
    on the patience of stationary strategies (where patience of a distribution is
    the inverse of the smallest positive probability and represents a complexity measure
    of a stationary strategy); (2) the approximation problem lie in FNP; (3) the approximation
    problem is at least as hard as the decision problem for simple stochastic games
    (for which NP and coNP is the long-standing best known bound). We show that the
    exact value can be expressed in the existential theory of the reals, and also
    establish square-root sum hardness for a related class of games.'
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Rasmus
  full_name: Ibsen-Jensen, Rasmus
  id: 3B699956-F248-11E8-B48F-1D18A9856A87
  last_name: Ibsen-Jensen
  orcid: 0000-0003-4783-0389
citation:
  ama: Chatterjee K, Ibsen-Jensen R. <i>The Complexity of Ergodic Games</i>. IST Austria;
    2013. doi:<a href="https://doi.org/10.15479/AT:IST-2013-127-v1-1">10.15479/AT:IST-2013-127-v1-1</a>
  apa: Chatterjee, K., &#38; Ibsen-Jensen, R. (2013). <i>The complexity of ergodic
    games</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2013-127-v1-1">https://doi.org/10.15479/AT:IST-2013-127-v1-1</a>
  chicago: Chatterjee, Krishnendu, and Rasmus Ibsen-Jensen. <i>The Complexity of Ergodic
    Games</i>. IST Austria, 2013. <a href="https://doi.org/10.15479/AT:IST-2013-127-v1-1">https://doi.org/10.15479/AT:IST-2013-127-v1-1</a>.
  ieee: K. Chatterjee and R. Ibsen-Jensen, <i>The complexity of ergodic games</i>.
    IST Austria, 2013.
  ista: Chatterjee K, Ibsen-Jensen R. 2013. The complexity of ergodic games, IST Austria,
    29p.
  mla: Chatterjee, Krishnendu, and Rasmus Ibsen-Jensen. <i>The Complexity of Ergodic
    Games</i>. IST Austria, 2013, doi:<a href="https://doi.org/10.15479/AT:IST-2013-127-v1-1">10.15479/AT:IST-2013-127-v1-1</a>.
  short: K. Chatterjee, R. Ibsen-Jensen, The Complexity of Ergodic Games, IST Austria,
    2013.
date_created: 2018-12-12T11:39:08Z
date_published: 2013-07-03T00:00:00Z
date_updated: 2025-04-15T07:55:59Z
day: '03'
ddc:
- '000'
- '005'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2013-127-v1-1
file:
- access_level: open_access
  checksum: 79ee5e677a82611ce06e0360c69d494a
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:35Z
  date_updated: 2020-07-14T12:46:45Z
  file_id: '5496'
  file_name: IST-2013-127-v1+1_ergodic.pdf
  file_size: 517275
  relation: main_file
file_date_updated: 2020-07-14T12:46:45Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '29'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '127'
related_material:
  record:
  - id: '2162'
    relation: later_version
    status: public
status: public
title: The complexity of ergodic games
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2013'
...
---
_id: '5405'
abstract:
- lang: eng
  text: "The theory of graph games is the foundation for modeling and synthesizing
    reactive processes. In the synthesis of stochastic processes, we use 2-1/2-player
    games where some transitions of the game graph are controlled by two adversarial
    players, the System and the Environment, and the other transitions are determined
    probabilistically. We consider 2-1/2-player games where the objective of the System
    is the conjunction of a qualitative objective (specified as a parity condition)
    and a quantitative objective (specified as a mean-payoff condition). We establish
    that the problem of deciding whether the System can ensure that the probability
    to satisfy the mean-payoff parity objective is at least a given threshold is in
    NP ∩ coNP, matching the best known bound in the special case of 2-player games
    (where all transitions are deterministic) with only parity objectives, or with
    only mean-payoff objectives. We present an algorithm running\r\nin time O(d ·
    n^{2d}·MeanGame) to compute the set of almost-sure winning states from which the
    objective\r\ncan be ensured with probability 1, where n is the number of states
    of the game, d the number of priorities\r\nof the parity objective, and MeanGame
    is the complexity to compute the set of almost-sure winning states\r\nin 2-1/2-player
    mean-payoff games. Our results are useful in the synthesis of stochastic reactive
    systems\r\nwith both functional requirement (given as a qualitative objective)
    and performance requirement (given\r\nas a quantitative objective)."
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Laurent
  full_name: Doyen, Laurent
  last_name: Doyen
- first_name: Hugo
  full_name: Gimbert, Hugo
  last_name: Gimbert
- first_name: Youssouf
  full_name: Oualhadj, Youssouf
  last_name: Oualhadj
citation:
  ama: Chatterjee K, Doyen L, Gimbert H, Oualhadj Y. <i>Perfect-Information Stochastic
    Mean-Payoff Parity Games</i>. IST Austria; 2013. doi:<a href="https://doi.org/10.15479/AT:IST-2013-128-v1-1">10.15479/AT:IST-2013-128-v1-1</a>
  apa: Chatterjee, K., Doyen, L., Gimbert, H., &#38; Oualhadj, Y. (2013). <i>Perfect-information
    stochastic mean-payoff parity games</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2013-128-v1-1">https://doi.org/10.15479/AT:IST-2013-128-v1-1</a>
  chicago: Chatterjee, Krishnendu, Laurent Doyen, Hugo Gimbert, and Youssouf Oualhadj.
    <i>Perfect-Information Stochastic Mean-Payoff Parity Games</i>. IST Austria, 2013.
    <a href="https://doi.org/10.15479/AT:IST-2013-128-v1-1">https://doi.org/10.15479/AT:IST-2013-128-v1-1</a>.
  ieee: K. Chatterjee, L. Doyen, H. Gimbert, and Y. Oualhadj, <i>Perfect-information
    stochastic mean-payoff parity games</i>. IST Austria, 2013.
  ista: Chatterjee K, Doyen L, Gimbert H, Oualhadj Y. 2013. Perfect-information stochastic
    mean-payoff parity games, IST Austria, 22p.
  mla: Chatterjee, Krishnendu, et al. <i>Perfect-Information Stochastic Mean-Payoff
    Parity Games</i>. IST Austria, 2013, doi:<a href="https://doi.org/10.15479/AT:IST-2013-128-v1-1">10.15479/AT:IST-2013-128-v1-1</a>.
  short: K. Chatterjee, L. Doyen, H. Gimbert, Y. Oualhadj, Perfect-Information Stochastic
    Mean-Payoff Parity Games, IST Austria, 2013.
date_created: 2018-12-12T11:39:09Z
date_published: 2013-07-08T00:00:00Z
date_updated: 2025-04-15T07:56:00Z
day: '08'
ddc:
- '000'
- '005'
- '510'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2013-128-v1-1
file:
- access_level: open_access
  checksum: ede787a10e74e4f7db302fab8f12f3ca
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:54Z
  date_updated: 2020-07-14T12:46:45Z
  file_id: '5516'
  file_name: IST-2013-128-v1+1_full_stoch_mpp.pdf
  file_size: 387467
  relation: main_file
file_date_updated: 2020-07-14T12:46:45Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '22'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '128'
related_material:
  record:
  - id: '2212'
    relation: later_version
    status: public
status: public
title: Perfect-information stochastic mean-payoff parity games
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2013'
...
---
_id: '5406'
abstract:
- lang: eng
  text: 'We consider the distributed synthesis problem fortemporal logic specifications.
    Traditionally, the problem has been studied for LTL, and the previous results
    show that the problem is decidable iff there is no information fork in the architecture.
    We consider the problem for fragments of LTLand our main results are as follows:
    (1) We show that the problem is undecidable for architectures with information
    forks even for the fragment of LTL with temporal operators restricted to next
    and eventually. (2) For specifications restricted to globally along with non-nested
    next operators, we establish decidability (in EXPSPACE) for star architectures
    where the processes receive disjoint inputs, whereas we establish undecidability
    for architectures containing an information fork-meet structure. (3)Finally, we
    consider LTL without the next operator, and establish decidability (NEXPTIME-complete)
    for all architectures for a fragment that consists of a set of safety assumptions,
    and a set of guarantees where each guarantee is a safety, reachability, or liveness
    condition.'
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Thomas A
  full_name: Henzinger, Thomas A
  id: 40876CD8-F248-11E8-B48F-1D18A9856A87
  last_name: Henzinger
  orcid: 0000−0002−2985−7724
- first_name: Jan
  full_name: Otop, Jan
  id: 2FC5DA74-F248-11E8-B48F-1D18A9856A87
  last_name: Otop
- first_name: Andreas
  full_name: Pavlogiannis, Andreas
  id: 49704004-F248-11E8-B48F-1D18A9856A87
  last_name: Pavlogiannis
  orcid: 0000-0002-8943-0722
citation:
  ama: Chatterjee K, Henzinger TA, Otop J, Pavlogiannis A. <i>Distributed Synthesis
    for LTL Fragments</i>. IST Austria; 2013. doi:<a href="https://doi.org/10.15479/AT:IST-2013-130-v1-1">10.15479/AT:IST-2013-130-v1-1</a>
  apa: Chatterjee, K., Henzinger, T. A., Otop, J., &#38; Pavlogiannis, A. (2013).
    <i>Distributed synthesis for LTL Fragments</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2013-130-v1-1">https://doi.org/10.15479/AT:IST-2013-130-v1-1</a>
  chicago: Chatterjee, Krishnendu, Thomas A Henzinger, Jan Otop, and Andreas Pavlogiannis.
    <i>Distributed Synthesis for LTL Fragments</i>. IST Austria, 2013. <a href="https://doi.org/10.15479/AT:IST-2013-130-v1-1">https://doi.org/10.15479/AT:IST-2013-130-v1-1</a>.
  ieee: K. Chatterjee, T. A. Henzinger, J. Otop, and A. Pavlogiannis, <i>Distributed
    synthesis for LTL Fragments</i>. IST Austria, 2013.
  ista: Chatterjee K, Henzinger TA, Otop J, Pavlogiannis A. 2013. Distributed synthesis
    for LTL Fragments, IST Austria, 11p.
  mla: Chatterjee, Krishnendu, et al. <i>Distributed Synthesis for LTL Fragments</i>.
    IST Austria, 2013, doi:<a href="https://doi.org/10.15479/AT:IST-2013-130-v1-1">10.15479/AT:IST-2013-130-v1-1</a>.
  short: K. Chatterjee, T.A. Henzinger, J. Otop, A. Pavlogiannis, Distributed Synthesis
    for LTL Fragments, IST Austria, 2013.
date_created: 2018-12-12T11:39:09Z
date_published: 2013-07-08T00:00:00Z
date_updated: 2025-06-26T08:33:42Z
day: '08'
ddc:
- '005'
department:
- _id: KrCh
- _id: ToHe
doi: 10.15479/AT:IST-2013-130-v1-1
file:
- access_level: open_access
  checksum: 855513ebaf6f72228800c5fdb522f93c
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:54:18Z
  date_updated: 2020-07-14T12:46:45Z
  file_id: '5540'
  file_name: IST-2013-130-v1+1_Distributed_Synthesis.pdf
  file_size: 467895
  relation: main_file
file_date_updated: 2020-07-14T12:46:45Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: '11'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '130'
related_material:
  record:
  - id: '1376'
    relation: later_version
    status: public
status: public
title: Distributed synthesis for LTL Fragments
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2013'
...
---
_id: '5408'
abstract:
- lang: eng
  text: "We consider two-player partial-observation stochastic games where player
    1 has partial observation and player 2 has perfect observation. The winning condition
    we study are omega-regular conditions specified as parity objectives. The qualitative
    analysis problem given a partial-observation stochastic game and a parity objective
    asks whether  there is a strategy to ensure that the objective is satisfied with
    probability 1 (resp. positive probability). While the qualitative analysis problems
    are known to be undecidable even for very special cases of parity objectives,
    they were shown to be decidable in 2EXPTIME under finite-memory  strategies. We
    improve the complexity and show that the qualitative analysis problems for partial-observation
    stochastic parity games under finite-memory strategies are \r\nEXPTIME-complete;
    and also establish optimal (exponential) memory bounds for finite-memory strategies
    required for qualitative analysis. "
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Laurent
  full_name: Doyen, Laurent
  last_name: Doyen
- first_name: Sumit
  full_name: Nain, Sumit
  last_name: Nain
- first_name: Moshe
  full_name: Vardi, Moshe
  last_name: Vardi
citation:
  ama: Chatterjee K, Doyen L, Nain S, Vardi M. <i>The Complexity of Partial-Observation
    Stochastic Parity Games with Finite-Memory Strategies</i>. IST Austria; 2013.
    doi:<a href="https://doi.org/10.15479/AT:IST-2013-141-v1-1">10.15479/AT:IST-2013-141-v1-1</a>
  apa: Chatterjee, K., Doyen, L., Nain, S., &#38; Vardi, M. (2013). <i>The complexity
    of partial-observation stochastic parity games with finite-memory strategies</i>.
    IST Austria. <a href="https://doi.org/10.15479/AT:IST-2013-141-v1-1">https://doi.org/10.15479/AT:IST-2013-141-v1-1</a>
  chicago: Chatterjee, Krishnendu, Laurent Doyen, Sumit Nain, and Moshe Vardi. <i>The
    Complexity of Partial-Observation Stochastic Parity Games with Finite-Memory Strategies</i>.
    IST Austria, 2013. <a href="https://doi.org/10.15479/AT:IST-2013-141-v1-1">https://doi.org/10.15479/AT:IST-2013-141-v1-1</a>.
  ieee: K. Chatterjee, L. Doyen, S. Nain, and M. Vardi, <i>The complexity of partial-observation
    stochastic parity games with finite-memory strategies</i>. IST Austria, 2013.
  ista: Chatterjee K, Doyen L, Nain S, Vardi M. 2013. The complexity of partial-observation
    stochastic parity games with finite-memory strategies, IST Austria, 17p.
  mla: Chatterjee, Krishnendu, et al. <i>The Complexity of Partial-Observation Stochastic
    Parity Games with Finite-Memory Strategies</i>. IST Austria, 2013, doi:<a href="https://doi.org/10.15479/AT:IST-2013-141-v1-1">10.15479/AT:IST-2013-141-v1-1</a>.
  short: K. Chatterjee, L. Doyen, S. Nain, M. Vardi, The Complexity of Partial-Observation
    Stochastic Parity Games with Finite-Memory Strategies, IST Austria, 2013.
date_created: 2018-12-12T11:39:10Z
date_published: 2013-09-12T00:00:00Z
date_updated: 2025-04-15T07:56:00Z
day: '12'
ddc:
- '000'
- '005'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2013-141-v1-1
file:
- access_level: open_access
  checksum: 226bc791124f8d3138379778ce834e86
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:16Z
  date_updated: 2020-07-14T12:46:46Z
  file_id: '5477'
  file_name: IST-2013-141-v1+1_main-tech-rpt.pdf
  file_size: 300481
  relation: main_file
file_date_updated: 2020-07-14T12:46:46Z
has_accepted_license: '1'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: '17'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '141'
related_material:
  record:
  - id: '2213'
    relation: later_version
    status: public
status: public
title: The complexity of partial-observation stochastic parity games with finite-memory
  strategies
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2013'
...
---
_id: '5409'
abstract:
- lang: eng
  text: "The edit distance between two (untimed) traces is the minimum cost of a sequence
    of edit operations (insertion, deletion, or substitution) needed to transform
    one trace to the other. Edit distances have been extensively studied in the untimed
    setting, and form the basis for approximate matching of sequences in different
    domains such as coding theory, parsing, and speech recognition. \r\nIn this paper,
    we lift the study of edit distances from untimed languages to the timed setting.
    We define an edit distance between timed words which incorporates both the edit
    distance between the untimed words and the absolute difference in timestamps.
    Our edit distance between two timed words is computable in polynomial time. Further,
    we show that the edit distance between a timed word and a timed language generated
    by a timed automaton, defined as the edit distance between the word and the closest
    word in the language, is PSPACE-complete. While computing the edit distance between
    two timed automata is undecidable, we show that the approximate version, where
    we decide if the edit distance between two timed automata is either less than
    a given parameter or more than delta away from the parameter, for delta>0, can
    be solved in exponential space and is EXPSPACE-hard. Our definitions and techniques
    can be generalized to the setting of hybrid systems, and we show analogous decidability
    results for rectangular automata."
alternative_title:
- IST Austria Technical Report
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Rasmus
  full_name: Ibsen-Jensen, Rasmus
  id: 3B699956-F248-11E8-B48F-1D18A9856A87
  last_name: Ibsen-Jensen
  orcid: 0000-0003-4783-0389
- first_name: Rupak
  full_name: Majumdar, Rupak
  last_name: Majumdar
citation:
  ama: Chatterjee K, Ibsen-Jensen R, Majumdar R. <i>Edit Distance for Timed Automata</i>.
    IST Austria; 2013. doi:<a href="https://doi.org/10.15479/AT:IST-2013-144-v1-1">10.15479/AT:IST-2013-144-v1-1</a>
  apa: Chatterjee, K., Ibsen-Jensen, R., &#38; Majumdar, R. (2013). <i>Edit distance
    for timed automata</i>. IST Austria. <a href="https://doi.org/10.15479/AT:IST-2013-144-v1-1">https://doi.org/10.15479/AT:IST-2013-144-v1-1</a>
  chicago: Chatterjee, Krishnendu, Rasmus Ibsen-Jensen, and Rupak Majumdar. <i>Edit
    Distance for Timed Automata</i>. IST Austria, 2013. <a href="https://doi.org/10.15479/AT:IST-2013-144-v1-1">https://doi.org/10.15479/AT:IST-2013-144-v1-1</a>.
  ieee: K. Chatterjee, R. Ibsen-Jensen, and R. Majumdar, <i>Edit distance for timed
    automata</i>. IST Austria, 2013.
  ista: Chatterjee K, Ibsen-Jensen R, Majumdar R. 2013. Edit distance for timed automata,
    IST Austria, 12p.
  mla: Chatterjee, Krishnendu, et al. <i>Edit Distance for Timed Automata</i>. IST
    Austria, 2013, doi:<a href="https://doi.org/10.15479/AT:IST-2013-144-v1-1">10.15479/AT:IST-2013-144-v1-1</a>.
  short: K. Chatterjee, R. Ibsen-Jensen, R. Majumdar, Edit Distance for Timed Automata,
    IST Austria, 2013.
date_created: 2018-12-12T11:39:10Z
date_published: 2013-10-30T00:00:00Z
date_updated: 2024-10-21T06:02:53Z
day: '30'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2013-144-v1-1
file:
- access_level: open_access
  checksum: 0f7633081ba8299c543322f0ad08571f
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:53:08Z
  date_updated: 2020-07-14T12:46:46Z
  file_id: '5469'
  file_name: IST-2013-144-v1+1_main.pdf
  file_size: 336377
  relation: main_file
file_date_updated: 2020-07-14T12:46:46Z
has_accepted_license: '1'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
page: '12'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '144'
related_material:
  record:
  - id: '2216'
    relation: later_version
    status: public
status: public
title: Edit distance for timed automata
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2013'
...
---
_id: '5410'
abstract:
- lang: eng
  text: "Board games, like Tic-Tac-Toe and CONNECT-4, play an important role not only
    in development of mathematical and logical skills, but also in emotional and social
    development. In this paper, we address the problem of generating targeted starting
    positions for such games. This can facilitate new approaches for bringing novice
    players to mastery, and also leads to discovery of interesting game variants.
    \r\nOur approach generates starting states of varying hardness levels for player
    1 in a two-player board game, given rules of the board game, the desired number
    of steps required for player 1 to win, and the expertise levels of the two players.
    Our approach leverages symbolic methods and iterative simulation to efficiently
    search the extremely large state space. We present experimental results that include
    discovery of states of varying hardness levels for several simple grid-based board
    games. Also, the presence of such states for standard game variants like Tic-Tac-Toe
    on board size 4x4 opens up new games to be played that have not been played for
    ages since the default start state is heavily biased. "
alternative_title:
- IST Austria Technical Report
author:
- first_name: Umair
  full_name: Ahmed, Umair
  last_name: Ahmed
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Sumit
  full_name: Gulwani, Sumit
  last_name: Gulwani
citation:
  ama: Ahmed U, Chatterjee K, Gulwani S. <i>Automatic Generation of Alternative Starting
    Positions for Traditional Board Games</i>. IST Austria; 2013. doi:<a href="https://doi.org/10.15479/AT:IST-2013-146-v1-1">10.15479/AT:IST-2013-146-v1-1</a>
  apa: Ahmed, U., Chatterjee, K., &#38; Gulwani, S. (2013). <i>Automatic generation
    of alternative starting positions for traditional board games</i>. IST Austria.
    <a href="https://doi.org/10.15479/AT:IST-2013-146-v1-1">https://doi.org/10.15479/AT:IST-2013-146-v1-1</a>
  chicago: Ahmed, Umair, Krishnendu Chatterjee, and Sumit Gulwani. <i>Automatic Generation
    of Alternative Starting Positions for Traditional Board Games</i>. IST Austria,
    2013. <a href="https://doi.org/10.15479/AT:IST-2013-146-v1-1">https://doi.org/10.15479/AT:IST-2013-146-v1-1</a>.
  ieee: U. Ahmed, K. Chatterjee, and S. Gulwani, <i>Automatic generation of alternative
    starting positions for traditional board games</i>. IST Austria, 2013.
  ista: Ahmed U, Chatterjee K, Gulwani S. 2013. Automatic generation of alternative
    starting positions for traditional board games, IST Austria, 13p.
  mla: Ahmed, Umair, et al. <i>Automatic Generation of Alternative Starting Positions
    for Traditional Board Games</i>. IST Austria, 2013, doi:<a href="https://doi.org/10.15479/AT:IST-2013-146-v1-1">10.15479/AT:IST-2013-146-v1-1</a>.
  short: U. Ahmed, K. Chatterjee, S. Gulwani, Automatic Generation of Alternative
    Starting Positions for Traditional Board Games, IST Austria, 2013.
date_created: 2018-12-12T11:39:10Z
date_published: 2013-12-03T00:00:00Z
date_updated: 2025-05-19T11:10:16Z
day: '03'
ddc:
- '000'
- '005'
department:
- _id: KrCh
doi: 10.15479/AT:IST-2013-146-v1-1
file:
- access_level: open_access
  checksum: 409f3aaaf1184e4057b89cbb449dac80
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T11:54:06Z
  date_updated: 2020-07-14T12:46:46Z
  file_id: '5528'
  file_name: IST-2013-146-v1+1_main.pdf
  file_size: 818189
  relation: main_file
file_date_updated: 2020-07-14T12:46:46Z
has_accepted_license: '1'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
page: '13'
publication_identifier:
  issn:
  - 2664-1690
publication_status: published
publisher: IST Austria
pubrep_id: '146'
related_material:
  record:
  - id: '1481'
    relation: later_version
    status: public
status: public
title: Automatic generation of alternative starting positions for traditional board
  games
type: technical_report
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2013'
...
---
OA_place: repository
OA_type: green
_id: '19995'
abstract:
- lang: eng
  text: Markov decision processes (MDPs) and simple stochastic games (SSGs) provide
    a rich mathematical framework to study many important problems related to probabilistic
    systems. MDPs and SSGs with finite-horizon objectives, where the goal is to maximize
    the probability to reach a target state in a given finite time, is a classical
    and well-studied problem. In this work we consider the strategy complexity of
    finite-horizon MDPs and SSGs. We show that for all ε > 0, the natural class of
    counter-based strategies require at most log log/(1/ε) + n + 1 memory states,
    and memory of size Omega(log log(1/ε) + n) is required, for ε-optimality, where
    n is the number of states of the MDP (resp. SSG). Thus our bounds are asymptotically
    optimal. We then study the periodic property of optimal strategies, and show a
    sub-exponential lower bound on the period for optimal strategies.
acknowledgement: 'Work of the second author supported by the Sino-Danish Center for
  the Theory of Interactive Computation, funded by the Danish National Research Foundation
  and the National Science Foundation of China (under the grant 61061130540). The
  second author acknowledge support from the Center for research in the Foundations
  of Electronic Markets (CFEM), supported by the Danish Strategic Research Council.
  The first author was supported by FWF Grant No P 23499-N23, FWF NFN Grant No S11407-N23
  (RiSE), ERC Start grant (279307: Graph Games), and Microsoft faculty fellows award.'
alternative_title:
- LNCS
article_processing_charge: No
arxiv: 1
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Rasmus
  full_name: Ibsen-Jensen, Rasmus
  id: 3B699956-F248-11E8-B48F-1D18A9856A87
  last_name: Ibsen-Jensen
  orcid: 0000-0003-4783-0389
citation:
  ama: 'Chatterjee K, Ibsen-Jensen R. Strategy complexity of finite-horizon Markov
    decision processes and simple stochastic games. In: <i>Mathematical and Engineering
    Methods in Computer Science</i>. Vol 7721. Springer Nature; 2013:106-117. doi:<a
    href="https://doi.org/10.1007/978-3-642-36046-6_11">10.1007/978-3-642-36046-6_11</a>'
  apa: 'Chatterjee, K., &#38; Ibsen-Jensen, R. (2013). Strategy complexity of finite-horizon
    Markov decision processes and simple stochastic games. In <i>Mathematical and
    Engineering Methods in Computer Science</i> (Vol. 7721, pp. 106–117). Znojmo,
    Czech Republic: Springer Nature. <a href="https://doi.org/10.1007/978-3-642-36046-6_11">https://doi.org/10.1007/978-3-642-36046-6_11</a>'
  chicago: Chatterjee, Krishnendu, and Rasmus Ibsen-Jensen. “Strategy Complexity of
    Finite-Horizon Markov Decision Processes and Simple Stochastic Games.” In <i>Mathematical
    and Engineering Methods in Computer Science</i>, 7721:106–17. Springer Nature,
    2013. <a href="https://doi.org/10.1007/978-3-642-36046-6_11">https://doi.org/10.1007/978-3-642-36046-6_11</a>.
  ieee: K. Chatterjee and R. Ibsen-Jensen, “Strategy complexity of finite-horizon
    Markov decision processes and simple stochastic games,” in <i>Mathematical and
    Engineering Methods in Computer Science</i>, Znojmo, Czech Republic, 2013, vol.
    7721, pp. 106–117.
  ista: 'Chatterjee K, Ibsen-Jensen R. 2013. Strategy complexity of finite-horizon
    Markov decision processes and simple stochastic games. Mathematical and Engineering
    Methods in Computer Science. MEMICS: Mathematical and Engineering Methods in Computer
    Science, LNCS, vol. 7721, 106–117.'
  mla: Chatterjee, Krishnendu, and Rasmus Ibsen-Jensen. “Strategy Complexity of Finite-Horizon
    Markov Decision Processes and Simple Stochastic Games.” <i>Mathematical and Engineering
    Methods in Computer Science</i>, vol. 7721, Springer Nature, 2013, pp. 106–17,
    doi:<a href="https://doi.org/10.1007/978-3-642-36046-6_11">10.1007/978-3-642-36046-6_11</a>.
  short: K. Chatterjee, R. Ibsen-Jensen, in:, Mathematical and Engineering Methods
    in Computer Science, Springer Nature, 2013, pp. 106–117.
conference:
  end_date: 2012-10-28
  location: Znojmo, Czech Republic
  name: 'MEMICS: Mathematical and Engineering Methods in Computer Science'
  start_date: 2012-10-25
corr_author: '1'
date_created: 2025-07-10T14:08:49Z
date_published: 2013-01-17T00:00:00Z
date_updated: 2025-09-23T09:24:13Z
day: '17'
department:
- _id: KrCh
doi: 10.1007/978-3-642-36046-6_11
ec_funded: 1
external_id:
  arxiv:
  - '1209.3617'
intvolume: '      7721'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.1209.3617
month: '01'
oa: 1
oa_version: Preprint
page: 106-117
project:
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
publication: Mathematical and Engineering Methods in Computer Science
publication_identifier:
  eisbn:
  - '9783642360466'
  eissn:
  - 1611-3349
  isbn:
  - '9783642360442'
  issn:
  - 0302-9743
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Strategy complexity of finite-horizon Markov decision processes and simple
  stochastic games
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 7721
year: '2013'
...
---
_id: '9749'
abstract:
- lang: eng
  text: Cooperative behavior, where one individual incurs a cost to help another,
    is a wide spread phenomenon. Here we study direct reciprocity in the context of
    the alternating Prisoner's Dilemma. We consider all strategies that can be implemented
    by one and two-state automata. We calculate the payoff matrix of all pairwise
    encounters in the presence of noise. We explore deterministic selection dynamics
    with and without mutation. Using different error rates and payoff values, we observe
    convergence to a small number of distinct equilibria. Two of them are uncooperative
    strict Nash equilibria representing always-defect (ALLD) and Grim. The third equilibrium
    is mixed and represents a cooperative alliance of several strategies, dominated
    by a strategy which we call Forgiver. Forgiver cooperates whenever the opponent
    has cooperated; it defects once when the opponent has defected, but subsequently
    Forgiver attempts to re-establish cooperation even if the opponent has defected
    again. Forgiver is not an evolutionarily stable strategy, but the alliance, which
    it rules, is asymptotically stable. For a wide range of parameter values the most
    commonly observed outcome is convergence to the mixed equilibrium, dominated by
    Forgiver. Our results show that although forgiving might incur a short-term loss
    it can lead to a long-term gain. Forgiveness facilitates stable cooperation in
    the presence of exploitation and noise.
article_processing_charge: No
author:
- first_name: Benjamin
  full_name: Zagorsky, Benjamin
  last_name: Zagorsky
- first_name: Johannes
  full_name: Reiter, Johannes
  id: 4A918E98-F248-11E8-B48F-1D18A9856A87
  last_name: Reiter
  orcid: 0000-0002-0170-7353
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Martin
  full_name: Nowak, Martin
  last_name: Nowak
citation:
  ama: Zagorsky B, Reiter J, Chatterjee K, Nowak M. Forgiver triumphs in alternating
    prisoner’s dilemma . 2013. doi:<a href="https://doi.org/10.1371/journal.pone.0080814.s001">10.1371/journal.pone.0080814.s001</a>
  apa: Zagorsky, B., Reiter, J., Chatterjee, K., &#38; Nowak, M. (2013). Forgiver
    triumphs in alternating prisoner’s dilemma . Public Library of Science. <a href="https://doi.org/10.1371/journal.pone.0080814.s001">https://doi.org/10.1371/journal.pone.0080814.s001</a>
  chicago: Zagorsky, Benjamin, Johannes Reiter, Krishnendu Chatterjee, and Martin
    Nowak. “Forgiver Triumphs in Alternating Prisoner’s Dilemma .” Public Library
    of Science, 2013. <a href="https://doi.org/10.1371/journal.pone.0080814.s001">https://doi.org/10.1371/journal.pone.0080814.s001</a>.
  ieee: B. Zagorsky, J. Reiter, K. Chatterjee, and M. Nowak, “Forgiver triumphs in
    alternating prisoner’s dilemma .” Public Library of Science, 2013.
  ista: Zagorsky B, Reiter J, Chatterjee K, Nowak M. 2013. Forgiver triumphs in alternating
    prisoner’s dilemma , Public Library of Science, <a href="https://doi.org/10.1371/journal.pone.0080814.s001">10.1371/journal.pone.0080814.s001</a>.
  mla: Zagorsky, Benjamin, et al. <i>Forgiver Triumphs in Alternating Prisoner’s Dilemma
    </i>. Public Library of Science, 2013, doi:<a href="https://doi.org/10.1371/journal.pone.0080814.s001">10.1371/journal.pone.0080814.s001</a>.
  short: B. Zagorsky, J. Reiter, K. Chatterjee, M. Nowak, (2013).
date_created: 2021-07-28T15:45:07Z
date_published: 2013-12-12T00:00:00Z
date_updated: 2025-09-29T14:30:03Z
day: '12'
department:
- _id: KrCh
doi: 10.1371/journal.pone.0080814.s001
month: '12'
oa_version: Published Version
publisher: Public Library of Science
related_material:
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  - id: '2247'
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    status: public
status: public
title: 'Forgiver triumphs in alternating prisoner''s dilemma '
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2013'
...
---
_id: '3116'
abstract:
- lang: eng
  text: Multithreaded programs coordinate their interaction through synchronization
    primitives like mutexes and semaphores, which are managed by an OS-provided resource
    manager. We propose algorithms for the automatic construction of code-aware resource
    managers for multithreaded embedded applications. Such managers use knowledge
    about the structure and resource usage (mutex and semaphore usage) of the threads
    to guarantee deadlock freedom and progress while managing resources in an efficient
    way. Our algorithms compute managers as winning strategies in certain infinite
    games, and produce a compact code description of these strategies. We have implemented
    the algorithms in the tool Cynthesis. Given a multithreaded program in C, the
    tool produces C code implementing a code-aware resource manager. We show in experiments
    that Cynthesis produces compact resource managers within a few minutes on a set
    of embedded benchmarks with up to 6 threads. © 2012 Springer Science+Business
    Media, LLC.
acknowledgement: This research was supported in part by the National Science Foundation
  CAREER award CCR-0132780, by the ONR grant N00014-02-1-0671, by the National Science
  Foundation grants CCR-0427202 and CCR-0234690, and by the ARP award TO.030.MM.D.
article_processing_charge: No
author:
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Luca
  full_name: De Alfaro, Luca
  last_name: De Alfaro
- first_name: Marco
  full_name: Faella, Marco
  last_name: Faella
- first_name: Ritankar
  full_name: Majumdar, Ritankar
  last_name: Majumdar
- first_name: Vishwanath
  full_name: Raman, Vishwanath
  last_name: Raman
citation:
  ama: Chatterjee K, De Alfaro L, Faella M, Majumdar R, Raman V. Code aware resource
    management. <i>Formal Methods in System Design</i>. 2013;42(2):142-174. doi:<a
    href="https://doi.org/10.1007/s10703-012-0170-4">10.1007/s10703-012-0170-4</a>
  apa: Chatterjee, K., De Alfaro, L., Faella, M., Majumdar, R., &#38; Raman, V. (2013).
    Code aware resource management. <i>Formal Methods in System Design</i>. Springer.
    <a href="https://doi.org/10.1007/s10703-012-0170-4">https://doi.org/10.1007/s10703-012-0170-4</a>
  chicago: Chatterjee, Krishnendu, Luca De Alfaro, Marco Faella, Ritankar Majumdar,
    and Vishwanath Raman. “Code Aware Resource Management.” <i>Formal Methods in System
    Design</i>. Springer, 2013. <a href="https://doi.org/10.1007/s10703-012-0170-4">https://doi.org/10.1007/s10703-012-0170-4</a>.
  ieee: K. Chatterjee, L. De Alfaro, M. Faella, R. Majumdar, and V. Raman, “Code aware
    resource management,” <i>Formal Methods in System Design</i>, vol. 42, no. 2.
    Springer, pp. 142–174, 2013.
  ista: Chatterjee K, De Alfaro L, Faella M, Majumdar R, Raman V. 2013. Code aware
    resource management. Formal Methods in System Design. 42(2), 142–174.
  mla: Chatterjee, Krishnendu, et al. “Code Aware Resource Management.” <i>Formal
    Methods in System Design</i>, vol. 42, no. 2, Springer, 2013, pp. 142–74, doi:<a
    href="https://doi.org/10.1007/s10703-012-0170-4">10.1007/s10703-012-0170-4</a>.
  short: K. Chatterjee, L. De Alfaro, M. Faella, R. Majumdar, V. Raman, Formal Methods
    in System Design 42 (2013) 142–174.
date_created: 2018-12-11T12:01:29Z
date_published: 2013-04-01T00:00:00Z
date_updated: 2025-09-29T13:24:54Z
day: '01'
department:
- _id: KrCh
doi: 10.1007/s10703-012-0170-4
external_id:
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  - '000316677500002'
intvolume: '        42'
isi: 1
issue: '2'
language:
- iso: eng
month: '04'
oa_version: None
page: 142 - 174
publication: Formal Methods in System Design
publication_status: published
publisher: Springer
publist_id: '3583'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Code aware resource management
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 42
year: '2013'
...
---
_id: '2247'
abstract:
- lang: eng
  text: Cooperative behavior, where one individual incurs a cost to help another,
    is a wide spread phenomenon. Here we study direct reciprocity in the context of
    the alternating Prisoner's Dilemma. We consider all strategies that can be implemented
    by one and two-state automata. We calculate the payoff matrix of all pairwise
    encounters in the presence of noise. We explore deterministic selection dynamics
    with and without mutation. Using different error rates and payoff values, we observe
    convergence to a small number of distinct equilibria. Two of them are uncooperative
    strict Nash equilibria representing always-defect (ALLD) and Grim. The third equilibrium
    is mixed and represents a cooperative alliance of several strategies, dominated
    by a strategy which we call Forgiver. Forgiver cooperates whenever the opponent
    has cooperated; it defects once when the opponent has defected, but subsequently
    Forgiver attempts to re-establish cooperation even if the opponent has defected
    again. Forgiver is not an evolutionarily stable strategy, but the alliance, which
    it rules, is asymptotically stable. For a wide range of parameter values the most
    commonly observed outcome is convergence to the mixed equilibrium, dominated by
    Forgiver. Our results show that although forgiving might incur a short-term loss
    it can lead to a long-term gain. Forgiveness facilitates stable cooperation in
    the presence of exploitation and noise.
article_number: e80814
article_processing_charge: No
author:
- first_name: Benjamin
  full_name: Zagorsky, Benjamin
  last_name: Zagorsky
- first_name: Johannes
  full_name: Reiter, Johannes
  id: 4A918E98-F248-11E8-B48F-1D18A9856A87
  last_name: Reiter
  orcid: 0000-0002-0170-7353
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Martin
  full_name: Nowak, Martin
  last_name: Nowak
citation:
  ama: Zagorsky B, Reiter J, Chatterjee K, Nowak M. Forgiver triumphs in alternating
    prisoner’s dilemma . <i>PLoS One</i>. 2013;8(12). doi:<a href="https://doi.org/10.1371/journal.pone.0080814">10.1371/journal.pone.0080814</a>
  apa: Zagorsky, B., Reiter, J., Chatterjee, K., &#38; Nowak, M. (2013). Forgiver
    triumphs in alternating prisoner’s dilemma . <i>PLoS One</i>. Public Library of
    Science. <a href="https://doi.org/10.1371/journal.pone.0080814">https://doi.org/10.1371/journal.pone.0080814</a>
  chicago: Zagorsky, Benjamin, Johannes Reiter, Krishnendu Chatterjee, and Martin
    Nowak. “Forgiver Triumphs in Alternating Prisoner’s Dilemma .” <i>PLoS One</i>.
    Public Library of Science, 2013. <a href="https://doi.org/10.1371/journal.pone.0080814">https://doi.org/10.1371/journal.pone.0080814</a>.
  ieee: B. Zagorsky, J. Reiter, K. Chatterjee, and M. Nowak, “Forgiver triumphs in
    alternating prisoner’s dilemma ,” <i>PLoS One</i>, vol. 8, no. 12. Public Library
    of Science, 2013.
  ista: Zagorsky B, Reiter J, Chatterjee K, Nowak M. 2013. Forgiver triumphs in alternating
    prisoner’s dilemma . PLoS One. 8(12), e80814.
  mla: Zagorsky, Benjamin, et al. “Forgiver Triumphs in Alternating Prisoner’s Dilemma
    .” <i>PLoS One</i>, vol. 8, no. 12, e80814, Public Library of Science, 2013, doi:<a
    href="https://doi.org/10.1371/journal.pone.0080814">10.1371/journal.pone.0080814</a>.
  short: B. Zagorsky, J. Reiter, K. Chatterjee, M. Nowak, PLoS One 8 (2013).
date_created: 2018-12-11T11:56:33Z
date_published: 2013-12-12T00:00:00Z
date_updated: 2026-07-29T10:15:25Z
day: '12'
ddc:
- '000'
department:
- _id: KrCh
doi: 10.1371/journal.pone.0080814
ec_funded: 1
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- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2584A770-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 23499-N23
  name: Modern Graph Algorithmic Techniques in Formal Verification
- _id: 2587B514-B435-11E9-9278-68D0E5697425
  name: Microsoft Research Faculty Fellowship
publication: PLoS One
publication_status: published
publisher: Public Library of Science
publist_id: '4702'
pubrep_id: '409'
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title: 'Forgiver triumphs in alternating prisoner''s dilemma '
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  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 8
year: '2013'
...
---
_id: '2858'
abstract:
- lang: eng
  text: Tumor growth is caused by the acquisition of driver mutations, which enhance
    the net reproductive rate of cells. Driver mutations may increase cell division,
    reduce cell death, or allow cells to overcome density-limiting effects. We study
    the dynamics of tumor growth as one additional driver mutation is acquired. Our
    models are based on two-type branching processes that terminate in either tumor
    disappearance or tumor detection. In our first model, both cell types grow exponentially,
    with a faster rate for cells carrying the additional driver. We find that the
    additional driver mutation does not affect the survival probability of the lesion,
    but can substantially reduce the time to reach the detectable size if the lesion
    is slow growing. In our second model, cells lacking the additional driver cannot
    exceed a fixed carrying capacity, due to density limitations. In this case, the
    time to detection depends strongly on this carrying capacity. Our model provides
    a quantitative framework for studying tumor dynamics during different stages of
    progression. We observe that early, small lesions need additional drivers, while
    late stage metastases are only marginally affected by them. These results help
    to explain why additional driver mutations are typically not detected in fast-growing
    metastases.
article_processing_charge: No
author:
- first_name: Johannes
  full_name: Reiter, Johannes
  id: 4A918E98-F248-11E8-B48F-1D18A9856A87
  last_name: Reiter
  orcid: 0000-0002-0170-7353
- first_name: Ivana
  full_name: Božić, Ivana
  last_name: Božić
- first_name: Benjamin
  full_name: Allen, Benjamin
  id: 135B5B70-E9D2-11E9-BD74-BB415DA2B523
  last_name: Allen
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Martin
  full_name: Nowak, Martin
  last_name: Nowak
citation:
  ama: Reiter J, Božić I, Allen B, Chatterjee K, Nowak M. The effect of one additional
    driver mutation on tumor progression. <i>Evolutionary Applications</i>. 2013;6(1):34-45.
    doi:<a href="https://doi.org/10.1111/eva.12020">10.1111/eva.12020</a>
  apa: Reiter, J., Božić, I., Allen, B., Chatterjee, K., &#38; Nowak, M. (2013). The
    effect of one additional driver mutation on tumor progression. <i>Evolutionary
    Applications</i>. Wiley-Blackwell. <a href="https://doi.org/10.1111/eva.12020">https://doi.org/10.1111/eva.12020</a>
  chicago: Reiter, Johannes, Ivana Božić, Benjamin Allen, Krishnendu Chatterjee, and
    Martin Nowak. “The Effect of One Additional Driver Mutation on Tumor Progression.”
    <i>Evolutionary Applications</i>. Wiley-Blackwell, 2013. <a href="https://doi.org/10.1111/eva.12020">https://doi.org/10.1111/eva.12020</a>.
  ieee: J. Reiter, I. Božić, B. Allen, K. Chatterjee, and M. Nowak, “The effect of
    one additional driver mutation on tumor progression,” <i>Evolutionary Applications</i>,
    vol. 6, no. 1. Wiley-Blackwell, pp. 34–45, 2013.
  ista: Reiter J, Božić I, Allen B, Chatterjee K, Nowak M. 2013. The effect of one
    additional driver mutation on tumor progression. Evolutionary Applications. 6(1),
    34–45.
  mla: Reiter, Johannes, et al. “The Effect of One Additional Driver Mutation on Tumor
    Progression.” <i>Evolutionary Applications</i>, vol. 6, no. 1, Wiley-Blackwell,
    2013, pp. 34–45, doi:<a href="https://doi.org/10.1111/eva.12020">10.1111/eva.12020</a>.
  short: J. Reiter, I. Božić, B. Allen, K. Chatterjee, M. Nowak, Evolutionary Applications
    6 (2013) 34–45.
corr_author: '1'
date_created: 2018-12-11T11:59:58Z
date_published: 2013-01-01T00:00:00Z
date_updated: 2026-07-29T10:15:25Z
day: '01'
ddc:
- '570'
department:
- _id: KrCh
doi: 10.1111/eva.12020
ec_funded: 1
external_id:
  isi:
  - '000313878800004'
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  file_id: '5173'
  file_name: IST-2016-415-v1+1_Reiter_et_al-2013-Evolutionary_Applications.pdf
  file_size: 1172037
  relation: main_file
file_date_updated: 2020-07-14T12:45:51Z
has_accepted_license: '1'
intvolume: '         6'
isi: 1
issue: '1'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: 34 - 45
project:
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S11407
  name: Game Theory
publication: Evolutionary Applications
publication_status: published
publisher: Wiley-Blackwell
publist_id: '3931'
pubrep_id: '415'
quality_controlled: '1'
related_material:
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  - id: '1400'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: The effect of one additional driver mutation on tumor progression
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 6
year: '2013'
...
---
_id: '2816'
abstract:
- lang: eng
  text: In solid tumors, targeted treatments can lead to dramatic regressions, but
    responses are often short-lived because resistant cancer cells arise. The major
    strategy proposed for overcoming resistance is combination therapy. We present
    a mathematical model describing the evolutionary dynamics of lesions in response
    to treatment. We first studied 20 melanoma patients receiving vemurafenib. We
    then applied our model to an independent set of pancreatic, colorectal, and melanoma
    cancer patients with metastatic disease. We find that dual therapy results in
    long-term disease control for most patients, if there are no single mutations
    that cause cross-resistance to both drugs; in patients with large disease burden,
    triple therapy is needed. We also find that simultaneous therapy with two drugs
    is much more effective than sequential therapy. Our results provide realistic
    expectations for the efficacy of new drug combinations and inform the design of
    trials for new cancer therapeutics.
article_number: e00747
article_processing_charge: No
author:
- first_name: Ivana
  full_name: Božić, Ivana
  last_name: Božić
- first_name: Johannes
  full_name: Reiter, Johannes
  id: 4A918E98-F248-11E8-B48F-1D18A9856A87
  last_name: Reiter
  orcid: 0000-0002-0170-7353
- first_name: Benjamin
  full_name: Allen, Benjamin
  last_name: Allen
- first_name: Tibor
  full_name: Antal, Tibor
  last_name: Antal
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Preya
  full_name: Shah, Preya
  last_name: Shah
- first_name: Yo
  full_name: Moon, Yo
  last_name: Moon
- first_name: Amin
  full_name: Yaqubie, Amin
  last_name: Yaqubie
- first_name: Nicole
  full_name: Kelly, Nicole
  last_name: Kelly
- first_name: Dung
  full_name: Le, Dung
  last_name: Le
- first_name: Evan
  full_name: Lipson, Evan
  last_name: Lipson
- first_name: Paul
  full_name: Chapman, Paul
  last_name: Chapman
- first_name: Luis
  full_name: Diaz, Luis
  last_name: Diaz
- first_name: Bert
  full_name: Vogelstein, Bert
  last_name: Vogelstein
- first_name: Martin
  full_name: Nowak, Martin
  last_name: Nowak
citation:
  ama: Božić I, Reiter J, Allen B, et al. Evolutionary dynamics of cancer in response
    to targeted combination therapy. <i>eLife</i>. 2013;2. doi:<a href="https://doi.org/10.7554/eLife.00747">10.7554/eLife.00747</a>
  apa: Božić, I., Reiter, J., Allen, B., Antal, T., Chatterjee, K., Shah, P., … Nowak,
    M. (2013). Evolutionary dynamics of cancer in response to targeted combination
    therapy. <i>ELife</i>. eLife Sciences Publications. <a href="https://doi.org/10.7554/eLife.00747">https://doi.org/10.7554/eLife.00747</a>
  chicago: Božić, Ivana, Johannes Reiter, Benjamin Allen, Tibor Antal, Krishnendu
    Chatterjee, Preya Shah, Yo Moon, et al. “Evolutionary Dynamics of Cancer in Response
    to Targeted Combination Therapy.” <i>ELife</i>. eLife Sciences Publications, 2013.
    <a href="https://doi.org/10.7554/eLife.00747">https://doi.org/10.7554/eLife.00747</a>.
  ieee: I. Božić <i>et al.</i>, “Evolutionary dynamics of cancer in response to targeted
    combination therapy,” <i>eLife</i>, vol. 2. eLife Sciences Publications, 2013.
  ista: Božić I, Reiter J, Allen B, Antal T, Chatterjee K, Shah P, Moon Y, Yaqubie
    A, Kelly N, Le D, Lipson E, Chapman P, Diaz L, Vogelstein B, Nowak M. 2013. Evolutionary
    dynamics of cancer in response to targeted combination therapy. eLife. 2, e00747.
  mla: Božić, Ivana, et al. “Evolutionary Dynamics of Cancer in Response to Targeted
    Combination Therapy.” <i>ELife</i>, vol. 2, e00747, eLife Sciences Publications,
    2013, doi:<a href="https://doi.org/10.7554/eLife.00747">10.7554/eLife.00747</a>.
  short: I. Božić, J. Reiter, B. Allen, T. Antal, K. Chatterjee, P. Shah, Y. Moon,
    A. Yaqubie, N. Kelly, D. Le, E. Lipson, P. Chapman, L. Diaz, B. Vogelstein, M.
    Nowak, ELife 2 (2013).
date_created: 2018-12-11T11:59:45Z
date_published: 2013-06-25T00:00:00Z
date_updated: 2026-07-29T10:15:25Z
day: '25'
ddc:
- '570'
- '610'
department:
- _id: KrCh
doi: 10.7554/eLife.00747
external_id:
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publication: eLife
publication_status: published
publisher: eLife Sciences Publications
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scopus_import: '1'
status: public
title: Evolutionary dynamics of cancer in response to targeted combination therapy
tmp:
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  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
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...
