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Logically-Constrained Reinforcement Learning

Logically-Constrained Reinforcement Learning

Mohammadhosein Hasanbeig
Alessandro Abate
Daniel Kroening
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Papers citing "Logically-Constrained Reinforcement Learning"

5 / 5 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
82
1
0
06 Oct 2024
Reward Machines for Deep RL in Noisy and Uncertain Environments
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
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
Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey
Chao Yu
Xuejing Zheng
H. Zhuo
OffRL
LRM
77
8
0
24 Apr 2023
Correct-by-synthesis reinforcement learning with temporal logic constraints
Correct-by-synthesis reinforcement learning with temporal logic constraints
Min Wen
Rüdiger Ehlers
Ufuk Topcu
46
61
0
05 Mar 2015

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