Reinforcement Learning with Almost Sure Constraints

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Reinforcement Learning with Almost Sure Constraints

9 December 2021

Agustin Castellano

Enrique Mallada

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Papers citing "Reinforcement Learning with Almost Sure Constraints"

12 / 12 papers shown

Title
The Lagrangian Method for Solving Constrained Markov Games Soham Das Santiago Paternain Luiz F. O. Chamon Ceyhun Eksin 126 0 0 13 Mar 2025
Polynomial-Time Approximability of Constrained Reinforcement Learning Jeremy McMahan 432 0 0 11 Feb 2025
Deterministic Policies for Constrained Reinforcement Learning in Polynomial-Time Jeremy McMahan 82 2 0 23 May 2024
Learning safety critics via a non-contractive binary bellman operator Agustin Castellano Hancheng Min J. Bazerque Enrique Mallada 92 0 0 23 Jan 2024
Anytime-Constrained Reinforcement Learning Jeremy McMahan Xiaojin Zhu 73 5 0 09 Nov 2023
Anytime-Competitive Reinforcement Learning with Policy Prior Jianyi Yang Pengfei Li Tongxin Li Adam Wierman Shaolei Ren 98 3 0 02 Nov 2023
Constrained Reinforcement Learning via Dissipative Saddle Flow Dynamics Tianqi Zheng Pengcheng You Enrique Mallada 82 3 0 03 Dec 2022
Policy Gradients for Probabilistic Constrained Reinforcement Learning Weiqin Chen D. Subramanian Santiago Paternain 89 6 0 02 Oct 2022
Learning Globally Smooth Functions on Manifolds J. Cerviño Luiz F. O. Chamon B. Haeffele René Vidal Alejandro Ribeiro 118 6 0 01 Oct 2022
Effects of Safety State Augmentation on Safe Exploration Aivar Sootla Alexander I. Cowen-Rivers Jun Wang H. Ammar OffRL 76 0 0 06 Jun 2022
DESTA: A Framework for Safe Reinforcement Learning with Markov Games of Intervention D. Mguni Usman Islam Taher Jafferjee Xiuling Zhang Joel Jennings Aivar Sootla Changmin Yu Ziyan Wang Jun Wang Yaodong Yang OffRL 87 7 0 27 Oct 2021
Learning to Act Safely with Limited Exposure and Almost Sure Certainty Agustin Castellano Hancheng Min J. Bazerque Enrique Mallada 50 4 0 18 May 2021