Safe Reinforcement Learning via Probabilistic Logic Shields

Wen-Chi Yang, Giuseppe Marra, Gavin Rens, Luc De Raedt. Safe Reinforcement Learning via Probabilistic Logic Shields. In Artur S. d'Avila Garcez, Tarek R. Besold, Marco Gori, Ernesto Jiménez-Ruiz, editors, Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, La Certosa di Pontignano, Siena, Italy, July 3-5, 2023. Volume 3432 of CEUR Workshop Proceedings, pages 428-429, CEUR-WS.org, 2023. [doi]

Authors

Wen-Chi Yang

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Giuseppe Marra

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Gavin Rens

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Luc De Raedt

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