Beijing International Center for Mathematical Research, Center For Machine Learning Research, Peking University; Department of Industrial Systems Engineering and Management, National University of Singapore; School of Mathematics, Peking University
Fan Chen, Junyu Zhang, Zaiwen Wen
reinforcement learning theory;offline reinforcement learning;statistical optimality;safe reinforcement learning;primal-dual
A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP