Martin Chmelik

Chatterjee Group

30 Publications

Mark all

[30]
2020 | Conference Paper | IST-REx-ID: 8193
Chatterjee K, Chmelik M, Karkhanis D, Novotný P, Royer A. Multiple-environment Markov decision processes: Efficient analysis and applications. In: Proceedings of the 30th International Conference on Automated Planning and Scheduling. Vol 30. Association for the Advancement of Artificial Intelligence; 2020:48-56.
View | Files available
 
[29]
2017 | Journal Article | IST-REx-ID: 1407 | OA
Svoreňová M, Kretinsky J, Chmelik M, Chatterjee K, Cěrná I, Belta C. Temporal logic control for stochastic linear systems using abstraction refinement of probabilistic games. Nonlinear Analysis: Hybrid Systems. 2017;23(2):230-253. doi:10.1016/j.nahs.2016.04.006
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 
[28]
2016 | Conference Paper | IST-REx-ID: 1324
Chatterjee K, Chmelik M. Indefinite-horizon reachability in Goal-DEC-POMDPs. In: Proceedings of the Twenty-Sixth International Conference on International Conference on Automated Planning and Scheduling. Vol 2016-January. AAAI Press; 2016:88-96.
View | Download None (ext.)
 
[27]
2016 | Conference Paper | IST-REx-ID: 1327 | OA
Brázdil T, Chatterjee K, Chmelik M, Gupta A, Novotný P. Stochastic shortest path with energy constraints in POMDPs. In: Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems. ACM; 2016:1465-1466.
[Preprint] View | Download Preprint (ext.)
 
[26]
2016 | Journal Article | IST-REx-ID: 1518 | OA
Lohse K, Chmelik M, Martin S, Barton NH. Efficient strategies for calculating blockwise likelihoods under the coalescent. Genetics. 2016;202(2):775-786. doi:10.1534/genetics.115.183814
[Preprint] View | Files available | DOI | PubMed | Europe PMC
 
[25]
2016 | Journal Article | IST-REx-ID: 1477 | OA
Chatterjee K, Chmelik M, Tracol M. What is decidable about partially observable Markov decision processes with ω-regular objectives. Journal of Computer and System Sciences. 2016;82(5):878-911. doi:10.1016/j.jcss.2016.02.009
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[24]
2016 | Journal Article | IST-REx-ID: 1529 | OA
Chatterjee K, Chmelik M, Gupta R, Kanodia A. Optimal cost almost-sure reachability in POMDPs. Artificial Intelligence. 2016;234:26-48. doi:10.1016/j.artint.2016.01.007
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[23]
2016 | Conference Paper | IST-REx-ID: 1166
Chatterjee K, Chmelik M, Davies J. A symbolic SAT based algorithm for almost sure reachability with small strategies in pomdps. In: Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence. Vol 2016. AAAI Press; 2016:3225-3232.
View | Files available
 
[22]
2016 | Thesis | IST-REx-ID: 1397
Chmelik M. Algorithms for partially observable markov decision processes. 2016.
View
 
[21]
2015 | Conference Paper | IST-REx-ID: 1691
Svoreňová M, Chmelik M, Leahy K, et al. Temporal logic motion planning using POMDPs with parity objectives: Case study paper. In: Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control. ACM; 2015:233-238. doi:10.1145/2728606.2728617
View | DOI
 
[20]
2015 | Conference Paper | IST-REx-ID: 1820 | OA
Chatterjee K, Chmelik M, Gupta R, Kanodia A. Optimal cost almost-sure reachability in POMDPs. In: Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence . Vol 5. AAAI Press; 2015:3496-3502.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 
[19]
2015 | Journal Article | IST-REx-ID: 1873 | OA
Chatterjee K, Chmelik M. POMDPs under probabilistic semantics. Artificial Intelligence. 2015;221:46-72. doi:10.1016/j.artint.2014.12.009
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
[18]
2015 | Conference Paper | IST-REx-ID: 1732 | OA
Chatterjee K, Chmelik M, Gupta R, Kanodia A. Qualitative analysis of POMDPs with temporal logic specifications for robotics applications. In: IEEE; 2015:325-330. doi:10.1109/ICRA.2015.7139019
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[17]
2015 | Technical Report | IST-REx-ID: 5443 | OA
Chatterjee K, Chmelik M, Davies J. A Symbolic SAT-Based Algorithm for Almost-Sure Reachability with Small Strategies in POMDPs. IST Austria; 2015. doi:10.15479/AT:IST-2015-325-v2-1
[Published Version] View | Files available | DOI
 
[16]
2015 | Journal Article | IST-REx-ID: 1501 | OA
Chatterjee K, Chmelik M, Daca P. CEGAR for compositional analysis of qualitative properties in Markov decision processes. Formal Methods in System Design. 2015;47(2):230-264. doi:10.1007/s10703-015-0235-2
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
[15]
2015 | Conference Paper | IST-REx-ID: 1689 | OA
Svoreňová M, Kretinsky J, Chmelik M, Chatterjee K, Cěrná I, Belta C. Temporal logic control for stochastic linear systems using abstraction refinement of probabilistic games. In: Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control. ACM; 2015:259-268. doi:10.1145/2728606.2728608
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
[14]
2015 | Conference Paper | IST-REx-ID: 1603 | OA
Brázdil T, Chatterjee K, Chmelik M, Fellner A, Kretinsky J. Counterexample explanation by learning small strategies in Markov decision processes. In: Vol 9206. Springer; 2015:158-177. doi:10.1007/978-3-319-21690-4_10
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
[13]
2014 | Conference Paper | IST-REx-ID: 2027 | OA
Brázdil T, Chatterjee K, Chmelik M, et al. Verification of markov decision processes using learning algorithms. In: Cassez F, Raskin J-F, eds. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol 8837. Society of Industrial and Applied Mathematics; 2014:98-114. doi:10.1007/978-3-319-11936-6_8
[Submitted Version] View | DOI | Download Submitted Version (ext.)
 
[12]
2014 | Journal Article | IST-REx-ID: 1733 | OA
Cerny P, Chmelik M, Henzinger TA, Radhakrishna A. Interface simulation distances. Theoretical Computer Science. 2014;560(3):348-363. doi:10.1016/j.tcs.2014.08.019
[Submitted Version] View | Files available | DOI | Download Submitted Version (ext.)
 
[11]
2014 | Technical Report | IST-REx-ID: 5413 | OA
Chatterjee K, Daca P, Chmelik M. CEGAR for Qualitative Analysis of Probabilistic Systems. IST Austria; 2014. doi:10.15479/AT:IST-2014-153-v2-2
[Published Version] View | Files available | DOI
 
[10]
2014 | Technical Report | IST-REx-ID: 5414 | OA
Chatterjee K, Daca P, Chmelik M. CEGAR for Qualitative Analysis of Probabilistic Systems. IST Austria; 2014. doi:10.15479/AT:IST-2014-153-v3-1
[Published Version] View | Files available | DOI
 
[9]
2014 | Technical Report | IST-REx-ID: 5412 | OA
Chatterjee K, Daca P, Chmelik M. CEGAR for Qualitative Analysis of Probabilistic Systems. IST Austria; 2014. doi:10.15479/AT:IST-2014-153-v1-1
[Published Version] View | Files available | DOI
 
[8]
2014 | Technical Report | IST-REx-ID: 5424 | OA
Chatterjee K, Chmelik M, Gupta R, Kanodia A. Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics Applications. IST Austria; 2014. doi:10.15479/AT:IST-2014-305-v1-1
[Published Version] View | Files available | DOI
 
[7]
2014 | Technical Report | IST-REx-ID: 5426 | OA
Chatterjee K, Chmelik M, Gupta R, Kanodia A. Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics Applications. IST Austria; 2014. doi:10.15479/AT:IST-2014-305-v2-1
[Published Version] View | Files available | DOI
 
[6]
2014 | Conference Paper | IST-REx-ID: 2063
Chatterjee K, Chmelik M, Daca P. CEGAR for qualitative analysis of probabilistic systems. In: Vol 8559. Springer; 2014:473-490. doi:10.1007/978-3-319-08867-9_31
View | Files available | DOI
 
[5]
2013 | Conference Paper | IST-REx-ID: 2886 | OA
Chmelik M, Řehák V. Controllable-choice message sequence graphs. 2013;7721:118-130. doi:10.1007/978-3-642-36046-6_12
[Submitted Version] View | DOI | Download Submitted Version (ext.)
 
[4]
2013 | Conference Paper | IST-REx-ID: 2295 | OA
Chatterjee K, Chmelik M, Tracol M. What is decidable about partially observable Markov decision processes with omega-regular objectives. 2013;23:165-180. doi:10.4230/LIPIcs.CSL.2013.165
[Published Version] View | Files available | DOI
 
[3]
2013 | Technical Report | IST-REx-ID: 5400 | OA
Chatterjee K, Chmelik M, Tracol M. What Is Decidable about Partially Observable Markov Decision Processes with ω-Regular Objectives. IST Austria; 2013. doi:10.15479/AT:IST-2013-109-v1-1
[Published Version] View | Files available | DOI
 
[2]
2012 | Conference Paper | IST-REx-ID: 2916 | OA
Cerny P, Chmelik M, Henzinger TA, Radhakrishna A. Interface Simulation Distances. In: Electronic Proceedings in Theoretical Computer Science. Vol 96. EPTCS; 2012:29-42. doi:10.4204/EPTCS.96.3
[Submitted Version] View | Files available | DOI | Download Submitted Version (ext.) | arXiv
 
[1]
2012 | Conference Paper | IST-REx-ID: 2947 | OA
Chatterjee K, Chmelik M, Majumdar R. Equivalence of games with probabilistic uncertainty and partial observation games. In: Vol 7561. Springer; 2012:385-399. doi:10.1007/978-3-642-33386-6_30
[Preprint] View | DOI | Download Preprint (ext.)
 
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30 Publications

Mark all

[30]
2020 | Conference Paper | IST-REx-ID: 8193
Chatterjee K, Chmelik M, Karkhanis D, Novotný P, Royer A. Multiple-environment Markov decision processes: Efficient analysis and applications. In: Proceedings of the 30th International Conference on Automated Planning and Scheduling. Vol 30. Association for the Advancement of Artificial Intelligence; 2020:48-56.
View | Files available
 
[29]
2017 | Journal Article | IST-REx-ID: 1407 | OA
Svoreňová M, Kretinsky J, Chmelik M, Chatterjee K, Cěrná I, Belta C. Temporal logic control for stochastic linear systems using abstraction refinement of probabilistic games. Nonlinear Analysis: Hybrid Systems. 2017;23(2):230-253. doi:10.1016/j.nahs.2016.04.006
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 
[28]
2016 | Conference Paper | IST-REx-ID: 1324
Chatterjee K, Chmelik M. Indefinite-horizon reachability in Goal-DEC-POMDPs. In: Proceedings of the Twenty-Sixth International Conference on International Conference on Automated Planning and Scheduling. Vol 2016-January. AAAI Press; 2016:88-96.
View | Download None (ext.)
 
[27]
2016 | Conference Paper | IST-REx-ID: 1327 | OA
Brázdil T, Chatterjee K, Chmelik M, Gupta A, Novotný P. Stochastic shortest path with energy constraints in POMDPs. In: Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems. ACM; 2016:1465-1466.
[Preprint] View | Download Preprint (ext.)
 
[26]
2016 | Journal Article | IST-REx-ID: 1518 | OA
Lohse K, Chmelik M, Martin S, Barton NH. Efficient strategies for calculating blockwise likelihoods under the coalescent. Genetics. 2016;202(2):775-786. doi:10.1534/genetics.115.183814
[Preprint] View | Files available | DOI | PubMed | Europe PMC
 
[25]
2016 | Journal Article | IST-REx-ID: 1477 | OA
Chatterjee K, Chmelik M, Tracol M. What is decidable about partially observable Markov decision processes with ω-regular objectives. Journal of Computer and System Sciences. 2016;82(5):878-911. doi:10.1016/j.jcss.2016.02.009
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[24]
2016 | Journal Article | IST-REx-ID: 1529 | OA
Chatterjee K, Chmelik M, Gupta R, Kanodia A. Optimal cost almost-sure reachability in POMDPs. Artificial Intelligence. 2016;234:26-48. doi:10.1016/j.artint.2016.01.007
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[23]
2016 | Conference Paper | IST-REx-ID: 1166
Chatterjee K, Chmelik M, Davies J. A symbolic SAT based algorithm for almost sure reachability with small strategies in pomdps. In: Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence. Vol 2016. AAAI Press; 2016:3225-3232.
View | Files available
 
[22]
2016 | Thesis | IST-REx-ID: 1397
Chmelik M. Algorithms for partially observable markov decision processes. 2016.
View
 
[21]
2015 | Conference Paper | IST-REx-ID: 1691
Svoreňová M, Chmelik M, Leahy K, et al. Temporal logic motion planning using POMDPs with parity objectives: Case study paper. In: Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control. ACM; 2015:233-238. doi:10.1145/2728606.2728617
View | DOI
 
[20]
2015 | Conference Paper | IST-REx-ID: 1820 | OA
Chatterjee K, Chmelik M, Gupta R, Kanodia A. Optimal cost almost-sure reachability in POMDPs. In: Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence . Vol 5. AAAI Press; 2015:3496-3502.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 
[19]
2015 | Journal Article | IST-REx-ID: 1873 | OA
Chatterjee K, Chmelik M. POMDPs under probabilistic semantics. Artificial Intelligence. 2015;221:46-72. doi:10.1016/j.artint.2014.12.009
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
[18]
2015 | Conference Paper | IST-REx-ID: 1732 | OA
Chatterjee K, Chmelik M, Gupta R, Kanodia A. Qualitative analysis of POMDPs with temporal logic specifications for robotics applications. In: IEEE; 2015:325-330. doi:10.1109/ICRA.2015.7139019
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
[17]
2015 | Technical Report | IST-REx-ID: 5443 | OA
Chatterjee K, Chmelik M, Davies J. A Symbolic SAT-Based Algorithm for Almost-Sure Reachability with Small Strategies in POMDPs. IST Austria; 2015. doi:10.15479/AT:IST-2015-325-v2-1
[Published Version] View | Files available | DOI
 
[16]
2015 | Journal Article | IST-REx-ID: 1501 | OA
Chatterjee K, Chmelik M, Daca P. CEGAR for compositional analysis of qualitative properties in Markov decision processes. Formal Methods in System Design. 2015;47(2):230-264. doi:10.1007/s10703-015-0235-2
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
[15]
2015 | Conference Paper | IST-REx-ID: 1689 | OA
Svoreňová M, Kretinsky J, Chmelik M, Chatterjee K, Cěrná I, Belta C. Temporal logic control for stochastic linear systems using abstraction refinement of probabilistic games. In: Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control. ACM; 2015:259-268. doi:10.1145/2728606.2728608
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
[14]
2015 | Conference Paper | IST-REx-ID: 1603 | OA
Brázdil T, Chatterjee K, Chmelik M, Fellner A, Kretinsky J. Counterexample explanation by learning small strategies in Markov decision processes. In: Vol 9206. Springer; 2015:158-177. doi:10.1007/978-3-319-21690-4_10
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
[13]
2014 | Conference Paper | IST-REx-ID: 2027 | OA
Brázdil T, Chatterjee K, Chmelik M, et al. Verification of markov decision processes using learning algorithms. In: Cassez F, Raskin J-F, eds. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol 8837. Society of Industrial and Applied Mathematics; 2014:98-114. doi:10.1007/978-3-319-11936-6_8
[Submitted Version] View | DOI | Download Submitted Version (ext.)
 
[12]
2014 | Journal Article | IST-REx-ID: 1733 | OA
Cerny P, Chmelik M, Henzinger TA, Radhakrishna A. Interface simulation distances. Theoretical Computer Science. 2014;560(3):348-363. doi:10.1016/j.tcs.2014.08.019
[Submitted Version] View | Files available | DOI | Download Submitted Version (ext.)
 
[11]
2014 | Technical Report | IST-REx-ID: 5413 | OA
Chatterjee K, Daca P, Chmelik M. CEGAR for Qualitative Analysis of Probabilistic Systems. IST Austria; 2014. doi:10.15479/AT:IST-2014-153-v2-2
[Published Version] View | Files available | DOI
 
[10]
2014 | Technical Report | IST-REx-ID: 5414 | OA
Chatterjee K, Daca P, Chmelik M. CEGAR for Qualitative Analysis of Probabilistic Systems. IST Austria; 2014. doi:10.15479/AT:IST-2014-153-v3-1
[Published Version] View | Files available | DOI
 
[9]
2014 | Technical Report | IST-REx-ID: 5412 | OA
Chatterjee K, Daca P, Chmelik M. CEGAR for Qualitative Analysis of Probabilistic Systems. IST Austria; 2014. doi:10.15479/AT:IST-2014-153-v1-1
[Published Version] View | Files available | DOI
 
[8]
2014 | Technical Report | IST-REx-ID: 5424 | OA
Chatterjee K, Chmelik M, Gupta R, Kanodia A. Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics Applications. IST Austria; 2014. doi:10.15479/AT:IST-2014-305-v1-1
[Published Version] View | Files available | DOI
 
[7]
2014 | Technical Report | IST-REx-ID: 5426 | OA
Chatterjee K, Chmelik M, Gupta R, Kanodia A. Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics Applications. IST Austria; 2014. doi:10.15479/AT:IST-2014-305-v2-1
[Published Version] View | Files available | DOI
 
[6]
2014 | Conference Paper | IST-REx-ID: 2063
Chatterjee K, Chmelik M, Daca P. CEGAR for qualitative analysis of probabilistic systems. In: Vol 8559. Springer; 2014:473-490. doi:10.1007/978-3-319-08867-9_31
View | Files available | DOI
 
[5]
2013 | Conference Paper | IST-REx-ID: 2886 | OA
Chmelik M, Řehák V. Controllable-choice message sequence graphs. 2013;7721:118-130. doi:10.1007/978-3-642-36046-6_12
[Submitted Version] View | DOI | Download Submitted Version (ext.)
 
[4]
2013 | Conference Paper | IST-REx-ID: 2295 | OA
Chatterjee K, Chmelik M, Tracol M. What is decidable about partially observable Markov decision processes with omega-regular objectives. 2013;23:165-180. doi:10.4230/LIPIcs.CSL.2013.165
[Published Version] View | Files available | DOI
 
[3]
2013 | Technical Report | IST-REx-ID: 5400 | OA
Chatterjee K, Chmelik M, Tracol M. What Is Decidable about Partially Observable Markov Decision Processes with ω-Regular Objectives. IST Austria; 2013. doi:10.15479/AT:IST-2013-109-v1-1
[Published Version] View | Files available | DOI
 
[2]
2012 | Conference Paper | IST-REx-ID: 2916 | OA
Cerny P, Chmelik M, Henzinger TA, Radhakrishna A. Interface Simulation Distances. In: Electronic Proceedings in Theoretical Computer Science. Vol 96. EPTCS; 2012:29-42. doi:10.4204/EPTCS.96.3
[Submitted Version] View | Files available | DOI | Download Submitted Version (ext.) | arXiv
 
[1]
2012 | Conference Paper | IST-REx-ID: 2947 | OA
Chatterjee K, Chmelik M, Majumdar R. Equivalence of games with probabilistic uncertainty and partial observation games. In: Vol 7561. Springer; 2012:385-399. doi:10.1007/978-3-642-33386-6_30
[Preprint] View | DOI | Download Preprint (ext.)
 
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