Reinforcement Learning with LTL and $\omega$-Regular Objectives via Optimality-Preserving Translation to Average Rewards

Item #:

079017-3718

Details

DOI: https://doi.org/10.52202/079017-3718
Author(s): Xuan-Bach Le, Luke Ong, Alexander Rabinovich, Dominik Wagner, Leon Witzman
Pages: 117109-117132 (24 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-3718
Author(s): Xuan-Bach Le, Luke Ong, Alexander Rabinovich, Dominik Wagner, Leon Witzman
Pages: 117109-117132 (24 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)