Logically-Constrained Reinforcement Learning

24 January 2018

Papers citing "Logically-Constrained Reinforcement Learning"

5 / 5 papers shown

Title
DeepLTL: Learning to Efficiently Satisfy Complex LTL Specifications for Multi-Task RL Mathias Jackermeier Alessandro Abate OffRL 82 1 0 06 Oct 2024
Reward Machines for Deep RL in Noisy and Uncertain Environments Andrew C. Li Zizhao Chen Toryn Q. Klassen Pashootan Vaezipoor Rodrigo Toro Icarte Sheila A. McIlraith 75 7 0 31 May 2024
LTL-Constrained Policy Optimization with Cycle Experience Replay Ameesh Shah Cameron Voloshin Chenxi Yang Abhinav Verma Swarat Chaudhuri Sanjit A. Seshia 83 1 0 17 Apr 2024
Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey Chao Yu Xuejing Zheng H. Zhuo OffRL LRM 79 8 0 24 Apr 2023
Correct-by-synthesis reinforcement learning with temporal logic constraints Min Wen Rüdiger Ehlers Ufuk Topcu 49 61 0 05 Mar 2015