Multiple-environment Markov decision processes: Efficient analysis and applications
K. Chatterjee, M. Chmelik, D. Karkhanis, P. Novotný, A. Royer, in:, Proceedings of the 30th International Conference on Automated Planning and Scheduling, Association for the Advancement of Artificial Intelligence, 2020, pp. 48–56.

Temporal logic control for stochastic linear systems using abstraction refinement of probabilistic games
M. Svoreová, J. Kretinsky, M. Chmelik, K. Chatterjee, I. Cbrná, C. Belta, Nonlinear Analysis: Hybrid Systems 23 (2017) 230–253.

Indefinite-horizon reachability in Goal-DEC-POMDPs
K. Chatterjee, M. Chmelik, in:, Proceedings of the Twenty-Sixth International Conference on International Conference on Automated Planning and Scheduling, AAAI Press, 2016, pp. 88–96.

Stochastic shortest path with energy constraints in POMDPs
T. Brázdil, K. Chatterjee, M. Chmelik, A. Gupta, P. Novotný, in:, Proceedings of the 15th International Conference on Autonomous Agents and Multiagent Systems, ACM, 2016, pp. 1465–1466.

Efficient strategies for calculating blockwise likelihoods under the coalescent
K. Lohse, M. Chmelik, S. Martin, N.H. Barton, Genetics 202 (2016) 775–786.

What is decidable about partially observable Markov decision processes with <9-regular objectives
K. Chatterjee, M. Chmelik, M. Tracol, Journal of Computer and System Sciences 82 (2016) 878–911.

Optimal cost almost-sure reachability in POMDPs
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, Artificial Intelligence 234 (2016) 26–48.

A symbolic SAT based algorithm for almost sure reachability with small strategies in pomdps
K. Chatterjee, M. Chmelik, J. Davies, in:, Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, AAAI Press, 2016, pp. 3225–3232.

Algorithms for partially observable markov decision processes
M. Chmelik, Algorithms for Partially Observable Markov Decision Processes, Institute of Science and Technology Austria, 2016.

Temporal logic motion planning using POMDPs with parity objectives: Case study paper
M. Svoreová, M. Chmelik, K. Leahy, H. Eniser, K. Chatterjee, I. Cbrná, C. Belta, in:, Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control, ACM, 2015, pp. 233–238.

Optimal cost almost-sure reachability in POMDPs
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, in:, Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence , AAAI Press, 2015, pp. 3496–3502.

POMDPs under probabilistic semantics
K. Chatterjee, M. Chmelik, Artificial Intelligence 221 (2015) 46–72.

Qualitative analysis of POMDPs with temporal logic specifications for robotics applications
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, in:, IEEE, 2015, pp. 325–330.

A symbolic SAT-based algorithm for almost-sure reachability with small strategies in POMDPs
K. Chatterjee, M. Chmelik, J. Davies, A Symbolic SAT-Based Algorithm for Almost-Sure Reachability with Small Strategies in POMDPs, IST Austria, 2015.

CEGAR for compositional analysis of qualitative properties in Markov decision processes
K. Chatterjee, M. Chmelik, P. Daca, Formal Methods in System Design 47 (2015) 230–264.

Temporal logic control for stochastic linear systems using abstraction refinement of probabilistic games
M. Svoreová, J. Kretinsky, M. Chmelik, K. Chatterjee, I. Cbrná, C. Belta, in:, Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control, ACM, 2015, pp. 259–268.

Counterexample explanation by learning small strategies in Markov decision processes
T. Brázdil, K. Chatterjee, M. Chmelik, A. Fellner, J. Kretinsky, in:, Springer, 2015, pp. 158–177.

Verification of markov decision processes using learning algorithms
T. Brázdil, K. Chatterjee, M. Chmelik, V. Forejt, J. Kretinsky, M. Kwiatkowska, D. Parker, M. Ujma, in:, F. Cassez, J.-F. Raskin (Eds.),  Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Society of Industrial and Applied Mathematics, 2014, pp. 98–114.

Interface simulation distances
P. Cerny, M. Chmelik, T.A. Henzinger, A. Radhakrishna, Theoretical Computer Science 560 (2014) 348–363.

CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic Systems, IST Austria, 2014.

CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic Systems, IST Austria, 2014.

CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, P. Daca, M. Chmelik, CEGAR for Qualitative Analysis of Probabilistic Systems, IST Austria, 2014.

Qualitative analysis of POMDPs with temporal logic specifications for robotics applications
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics Applications, IST Austria, 2014.

Qualitative analysis of POMDPs with temporal logic specifications for robotics applications
K. Chatterjee, M. Chmelik, R. Gupta, A. Kanodia, Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics Applications, IST Austria, 2014.

CEGAR for qualitative analysis of probabilistic systems
K. Chatterjee, M. Chmelik, P. Daca, in:, Springer, 2014, pp. 473–490.

Controllable-choice message sequence graphs
M. Chmelik, V. ehák, 7721 (2013) 118–130.

What is decidable about partially observable Markov decision processes with omega-regular objectives
K. Chatterjee, M. Chmelik, M. Tracol, 23 (2013) 165–180.

What is decidable about partially observable Markov decision processes with <9-regular objectives
K. Chatterjee, M. Chmelik, M. Tracol, What Is Decidable about Partially Observable Markov Decision Processes with <9-Regular Objectives, IST Austria, 2013.

Interface Simulation Distances
P. Cerny, M. Chmelik, T.A. Henzinger, A. Radhakrishna, in:, Electronic Proceedings in Theoretical Computer Science, EPTCS, 2012, pp. 29–42.

Equivalence of games with probabilistic uncertainty and partial observation games
K. Chatterjee, M. Chmelik, R. Majumdar, in:, Springer, 2012, pp. 385–399.