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constrained reinforcement learning

32 papers

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Also known as

CMDP CONSTRAINED RL CRL

Co-occurring keywords

policy optimization (630) sample complexity (1158) constraint satisfaction (293) constrained markov decision process (55) safety constraint (68) primal-dual optimization (49) constrained optimization (278) safe reinforcement learning (119) primal-dual method (58) lagrangian method (14)

Papers

Reward-Constrained Behavior Cloning IJCAI 2021
Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs AAAI 2021
Density Constrained Reinforcement Learning ICML 2021
Constrained episodic reinforcement learning in concave-convex and knapsack settings NIPS 2020
Reinforcement Learning with Convex Constraints NIPS 2019
Constrained Reinforcement Learning Has Zero Duality Gap NIPS 2019
Constrained Policy Optimization ICML 2017