An Impossibility Result in Automata-Theoretic Reinforcement Learning

Author:

Hahn Ernst MoritzORCID,Perez MateoORCID,Schewe SvenORCID,Somenzi FabioORCID,Trivedi AshutoshORCID,Wojtczak DominikORCID

Publisher

Springer International Publishing

Reference32 articles.

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3. Bertsekas, D.: Reinforcement Learning and Optimal Control. Athena Scientific (2019)

4. Bouyer, P., Brinksma, E., Larsen, K.G.: Optimal infinite scheduling for multi-priced timed automata. Formal Methods Syst. Des. 32(1), 3–23 (2008)

5. Bozkurt, A.K., Wang, Y., Zavlanos, M.M., Pajic, M.: Control synthesis from linear temporal logic specifications using model-free reinforcement learning. In: International Conference on Robotics and Automation (ICRA), pp. 10349–10355 (2020)

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1. Alternating Good-for-MDPs Automata;Automated Technology for Verification and Analysis;2022

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