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Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm
12 June 2022
Qinbo Bai
Amrit Singh Bedi
Vaneet Aggarwal
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Papers citing
"Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm"
12 / 12 papers shown
Title
Runtime Safety through Adaptive Shielding: From Hidden Parameter Inference to Provable Guarantees
Minjae Kwon
Tyler Ingebrand
Ufuk Topcu
Lu Feng
15
0
0
20 May 2025
Polynomial-Time Approximability of Constrained Reinforcement Learning
Jeremy McMahan
432
0
0
11 Feb 2025
Last-Iterate Convergence of General Parameterized Policies in Constrained MDPs
Washim Uddin Mondal
Vaneet Aggarwal
76
1
0
21 Aug 2024
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning
Alessandro Montenegro
Marco Mussi
Matteo Papini
Alberto Maria Metelli
BDL
70
2
0
15 Jul 2024
Deterministic Policies for Constrained Reinforcement Learning in Polynomial-Time
Jeremy McMahan
82
2
0
23 May 2024
A safe exploration approach to constrained Markov decision processes
Tingting Ni
Maryam Kamgarpour
99
3
0
01 Dec 2023
Improved Sample Complexity Analysis of Natural Policy Gradient Algorithm with General Parameterization for Infinite Horizon Discounted Reward Markov Decision Processes
Washim Uddin Mondal
Vaneet Aggarwal
68
11
0
18 Oct 2023
Enhancing Infrared Small Target Detection Robustness with Bi-Level Adversarial Framework
Zhu Liu
Zihang Chen
Jinyuan Liu
Long Ma
Xin-Yue Fan
Risheng Liu
AAML
149
1
0
03 Sep 2023
Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL)
Washim Uddin Mondal
Vaneet Aggarwal
S. Ukkusuri
74
4
0
15 Sep 2022
Convergence and sample complexity of natural policy gradient primal-dual methods for constrained MDPs
Dongsheng Ding
Kai Zhang
Jiali Duan
Tamer Bacsar
Mihailo R. Jovanović
73
21
0
06 Jun 2022
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach
Qinbo Bai
Amrit Singh Bedi
Mridul Agarwal
Alec Koppel
Vaneet Aggarwal
187
60
0
13 Sep 2021
Concave Utility Reinforcement Learning with Zero-Constraint Violations
Mridul Agarwal
Qinbo Bai
Vaneet Aggarwal
69
13
0
12 Sep 2021
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