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

Reinforcement Learning with LTL and ωωω-Regular Objectives via Optimality-Preserving Translation to Average Rewards

16 October 2024
Xuan-Bach Le
Dominik Wagner
Leon Witzman
Alexander Rabinovich
Luke Ong
ArXivPDFHTML

Papers citing "Reinforcement Learning with LTL and $ω$-Regular Objectives via Optimality-Preserving Translation to Average Rewards"

2 / 2 papers shown
Title
DeepLTL: Learning to Efficiently Satisfy Complex LTL Specifications for Multi-Task RL
DeepLTL: Learning to Efficiently Satisfy Complex LTL Specifications for Multi-Task RL
Mathias Jackermeier
Alessandro Abate
OffRL
45
1
0
06 Oct 2024
Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey
Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey
Chao Yu
Xuejing Zheng
H. Zhuo
OffRL
LRM
55
7
0
24 Apr 2023
1