A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning

Kihyuk Hong, Yuhang Li, Ambuj Tewari

Offline constrained reinforcement learning (RL) aims to learn a policy that maximizes the expected cumulative reward subject to constraints on expected cumulative cost using an exi…