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Omega-Regular Reward Machines.

, , , , , and . ECAI, volume 372 of Frontiers in Artificial Intelligence and Applications, page 972-979. IOS Press, (2023)

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Reward Shaping for Reinforcement Learning with Omega-Regular Objectives., , , , , and . CoRR, (2020)Co-Buchi Barrier Certificates for Discrete-time Dynamical Systems., , and . CoRR, (2023)Model-Free Reinforcement Learning for Branching Markov Decision Processes., , , , , and . CAV (2), volume 12760 of Lecture Notes in Computer Science, page 651-673. Springer, (2021)Metamorphic Testing and Debugging of Tax Preparation Software., , , , and . CoRR, (2022)A PAC Learning Algorithm for LTL and Omega-regular Objectives in MDPs., , and . CoRR, (2023)An Impossibility Result in Automata-Theoretic Reinforcement Learning., , , , , and . ATVA, volume 13505 of Lecture Notes in Computer Science, page 42-57. Springer, (2022)Correct-by-Construction Reinforcement Learning of Cardiac Pacemakers from Duration Calculus Requirements., , , , and . AAAI, page 14792-14800. AAAI Press, (2023)Omega-Regular Reward Machines., , , , , and . ECAI, volume 372 of Frontiers in Artificial Intelligence and Applications, page 972-979. IOS Press, (2023)Data-Driven Debugging for Functional Side Channels., , and . NDSS, The Internet Society, (2020)Recursive Reinforcement Learning., , , , , and . NeurIPS, (2022)