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.
LibreCat: https://research-explorer.ista.ac.at/record/8193

Svoreová M, Kretinsky J, Chmelik M, Chatterjee K, Cbrná 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
LibreCat: https://research-explorer.ista.ac.at/record/1407
DOI: 10.1016/j.nahs.2016.04.006
WoS: 000390637000014
arXiv: 1410.5387

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.
LibreCat: https://research-explorer.ista.ac.at/record/1324

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.
LibreCat: https://research-explorer.ista.ac.at/record/1327

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
LibreCat: https://research-explorer.ista.ac.at/record/1518
DOI: 10.1534/genetics.115.183814
PMID: 26715666

Chatterjee K, Chmelik M, Tracol M. What is decidable about partially observable Markov decision processes with <9-regular objectives. Journal of Computer and System Sciences. 2016;82(5):878-911. doi:10.1016/j.jcss.2016.02.009
LibreCat: https://research-explorer.ista.ac.at/record/1477
DOI: 10.1016/j.jcss.2016.02.009
arXiv: 1309.2802

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
LibreCat: https://research-explorer.ista.ac.at/record/1529
DOI: 10.1016/j.artint.2016.01.007
arXiv: 1411.3880

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.
LibreCat: https://research-explorer.ista.ac.at/record/1166

Chmelik M. Algorithms for partially observable markov decision processes. 2016.
LibreCat: https://research-explorer.ista.ac.at/record/1397

Svoreová 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
LibreCat: https://research-explorer.ista.ac.at/record/1691
DOI: 10.1145/2728606.2728617

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.
LibreCat: https://research-explorer.ista.ac.at/record/1820
arXiv: 1411.3880

Chatterjee K, Chmelik M. POMDPs under probabilistic semantics. Artificial Intelligence. 2015;221:46-72. doi:10.1016/j.artint.2014.12.009
LibreCat: https://research-explorer.ista.ac.at/record/1873
DOI: 10.1016/j.artint.2014.12.009
arXiv: 1408.2058

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
LibreCat: https://research-explorer.ista.ac.at/record/1732
DOI: 10.1109/ICRA.2015.7139019
arXiv: 1409.3360

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
LibreCat: https://research-explorer.ista.ac.at/record/5443
DOI: 10.15479/AT:IST-2015-325-v2-1

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
LibreCat: https://research-explorer.ista.ac.at/record/1501
DOI: 10.1007/s10703-015-0235-2

Svoreová M, Kretinsky J, Chmelik M, Chatterjee K, Cbrná 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
LibreCat: https://research-explorer.ista.ac.at/record/1689
DOI: 10.1145/2728606.2728608

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
LibreCat: https://research-explorer.ista.ac.at/record/1603
DOI: 10.1007/978-3-319-21690-4_10

Brázdil T, Chatterjee K, Chmelik M, et al. Verification of markov decision processes using learning algorithms. In: Cassez F, Raskin J-F, eds. 10.1007/978-3-319-11936-6_8__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
LibreCat: https://research-explorer.ista.ac.at/record/2027
DOI: 10.1007/978-3-319-11936-6_8

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
LibreCat: https://research-explorer.ista.ac.at/record/1733
DOI: 10.1016/j.tcs.2014.08.019

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
LibreCat: https://research-explorer.ista.ac.at/record/5413
DOI: 10.15479/AT:IST-2014-153-v2-2

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
LibreCat: https://research-explorer.ista.ac.at/record/5414
DOI: 10.15479/AT:IST-2014-153-v3-1

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
LibreCat: https://research-explorer.ista.ac.at/record/5412
DOI: 10.15479/AT:IST-2014-153-v1-1

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
LibreCat: https://research-explorer.ista.ac.at/record/5424
DOI: 10.15479/AT:IST-2014-305-v1-1

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
LibreCat: https://research-explorer.ista.ac.at/record/5426
DOI: 10.15479/AT:IST-2014-305-v2-1

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
LibreCat: https://research-explorer.ista.ac.at/record/2063
DOI: 10.1007/978-3-319-08867-9_31

Chmelik M, ehák V. Controllable-choice message sequence graphs. 2013;7721:118-130. doi:10.1007/978-3-642-36046-6_12
LibreCat: https://research-explorer.ista.ac.at/record/2886
DOI: 10.1007/978-3-642-36046-6_12

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
LibreCat: https://research-explorer.ista.ac.at/record/2295
DOI: 10.4230/LIPIcs.CSL.2013.165

Chatterjee K, Chmelik M, Tracol M. What Is Decidable about Partially Observable Markov Decision Processes with <9-Regular Objectives. IST Austria; 2013. doi:10.15479/AT:IST-2013-109-v1-1
LibreCat: https://research-explorer.ista.ac.at/record/5400
DOI: 10.15479/AT:IST-2013-109-v1-1

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
LibreCat: https://research-explorer.ista.ac.at/record/2916
DOI: 10.4204/EPTCS.96.3
arXiv: 1210.2450

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
LibreCat: https://research-explorer.ista.ac.at/record/2947
DOI: 10.1007/978-3-642-33386-6_30