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2312.00561
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A safe exploration approach to constrained Markov decision processes
1 December 2023
Tingting Ni
Maryam Kamgarpour
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Papers citing
"A safe exploration approach to constrained Markov decision processes"
6 / 6 papers shown
Title
A learning-based approach to stochastic optimal control under reach-avoid constraint
Tingting Ni
Maryam Kamgarpour
82
0
0
21 Dec 2024
Embedding Safety into RL: A New Take on Trust Region Methods
Nikola Milosevic
Johannes Müller
Nico Scherf
25
1
0
05 Nov 2024
ActSafe: Active Exploration with Safety Constraints for Reinforcement Learning
Yarden As
Bhavya Sukhija
Lenart Treven
Carmelo Sferrazza
Stelian Coros
Andreas Krause
33
1
0
12 Oct 2024
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Function
Saeed Masiha
Saber Salehkaleybar
Niao He
Negar Kiyavash
Patrick Thiran
87
18
0
25 May 2022
Finite-Time Complexity of Online Primal-Dual Natural Actor-Critic Algorithm for Constrained Markov Decision Processes
Sihan Zeng
Thinh T. Doan
Justin Romberg
102
17
0
21 Oct 2021
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach
Qinbo Bai
Amrit Singh Bedi
Mridul Agarwal
Alec Koppel
Vaneet Aggarwal
107
56
0
13 Sep 2021
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