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Omega-Regular Decision Processes.

, , , , , и . AAAI, стр. 21125-21133. AAAI Press, (2024)

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Ashutosh Trivedi

Ashutosh Banerjee

Ashutosh Malaviya

Ashutosh Modi

Jayant Trivedi

 

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A PAC Learning Algorithm for LTL and Omega-regular Objectives in MDPs., , и . CoRR, (2023)Co-Buchi Barrier Certificates for Discrete-time Dynamical Systems., , и . CoRR, (2023)Model-Free Reinforcement Learning for Branching Markov Decision Processes., , , , , и . CAV (2), том 12760 из Lecture Notes in Computer Science, стр. 651-673. Springer, (2021)An Impossibility Result in Automata-Theoretic Reinforcement Learning., , , , , и . ATVA, том 13505 из Lecture Notes in Computer Science, стр. 42-57. Springer, (2022)Selectively-Amortized Resource Bounding., , и . SAS, том 12913 из Lecture Notes in Computer Science, стр. 286-307. Springer, (2021)Good-for-MDPs Automata for Probabilistic Analysis and Reinforcement Learning., , , , , и . TACAS (1), том 12078 из Lecture Notes in Computer Science, стр. 306-323. Springer, (2020)Fairness-aware Configuration of Machine Learning Libraries., , , и . ICSE, стр. 909-920. ACM, (2022)Data-Driven Debugging for Functional Side Channels., , и . NDSS, The Internet Society, (2020)Recursive Reinforcement Learning., , , , , и . NeurIPS, (2022)Omega-Regular Reward Machines., , , , , и . ECAI, том 372 из Frontiers in Artificial Intelligence and Applications, стр. 972-979. IOS Press, (2023)