Bibliography

[1]
Y. Schnitzer, A. Abate and D. Parker. Efficient Solution and Learning of Robust Factored MDPs, arXiv preprint arXiv:2508.00707 (2025), arXiv:2508.00707.
[2]
K. V. Delgado, S. Sanner and L. N. De Barros. Efficient solutions to factored MDPs with imprecise transition probabilities. Artificial Intelligence 175, 1498–1527 (2011).
[3]
A. Nilim and L. El Ghaoui. Robust control of Markov decision processes with uncertain transition matrices. Operations Research 53, 780–798 (2005).
[4]
W. Wiesemann, D. Kuhn and B. Rustem. Robust Markov decision processes. Mathematics of Operations Research 38, 153–183 (2013).
[5]
M. Suilen, T. Badings, E. M. Bovy, D. Parker and N. Jansen. Robust markov decision processes: A place where AI and formal methods meet. In: Principles of Verification: Cycling the Probabilistic Landscape: Essays Dedicated to Joost-Pieter Katoen on the Occasion of His 60th Birthday, Part III (Springer, 2024); pp. 126–154, arXiv:2411.11451.
[6]
B. Delahaye, K. G. Larsen, A. Legay, M. L. Pedersen and A. Wąsowski. Decision problems for interval Markov chains. In: International Conference on Language and Automata Theory and Applications (Springer, 2011); pp. 274–285.
[7]
R. Givan, S. Leach and T. Dean. Bounded-parameter Markov decision processes. Artificial Intelligence 122, 71–109 (2000).
[8]
M. Lahijanian, S. B. Andersson and C. Belta. Formal verification and synthesis for discrete-time stochastic systems. IEEE Transactions on Automatic Control 60, 2031–2045 (2015).
[9]
F. B. Mathiesen, S. Haesaert and L. Laurenti. Scalable control synthesis for stochastic systems via structural IMDP abstractions. In: Proceedings of the 28th ACM International Conference on Hybrid Systems: Computation and Control (2025); pp. 1–12, arXiv:2411.11803.
[10]
C. Baier and J.-P. Katoen. Principles of model checking (MIT press, 2008).
[11]
G. De Giacomo, M. Y. Vardi and others. Linear Temporal Logic and Linear Dynamic Logic on Finite Traces. In: Ijcai, Vol. 13 (2013); pp. 854–860.