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Provably Safe Reinforcement Learning with Step-wise Violation Constraints

Provably Safe Reinforcement Learning with Step-wise Violation Constraints

Nuoya Xiong
Yihan Du
Longbo Huang
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Papers citing "Provably Safe Reinforcement Learning with Step-wise Violation Constraints"

5 / 5 papers shown
Title
Leveraging Approximate Model-based Shielding for Probabilistic Safety Guarantees in Continuous Environments
Leveraging Approximate Model-based Shielding for Probabilistic Safety Guarantees in Continuous Environments
Alexander W. Goodall
Francesco Belardinelli
OffRL
33
1
0
01 Feb 2024
State-Wise Safe Reinforcement Learning With Pixel Observations
State-Wise Safe Reinforcement Learning With Pixel Observations
S. Zhan
Yixuan Wang
Qingyuan Wu
Ruochen Jiao
Chao Huang
Qi Zhu
45
10
0
03 Nov 2023
Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-free RL
Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-free RL
Ruiquan Huang
J. Yang
Yingbin Liang
OffRL
61
9
0
28 Jun 2022
Reachability Constrained Reinforcement Learning
Reachability Constrained Reinforcement Learning
Dongjie Yu
Haitong Ma
Sheng Li
Jianyu Chen
63
55
0
16 May 2022
Reward-Free Exploration for Reinforcement Learning
Reward-Free Exploration for Reinforcement Learning
Chi Jin
A. Krishnamurthy
Max Simchowitz
Tiancheng Yu
OffRL
112
194
0
07 Feb 2020