conftrace_

partial data coverage

2 papers

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primal-dual algorithm (2) sample complexity (2) convex mdp (1) constrained rl (1) constraint markov decision process (1) epsilon-optimal policy (1) linear mdp (1) primal-dual method (1) safe reinforcement learning (1) linear programming (1)

Papers

A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs ICML 2024 Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage NeurIPS 2024