Successive Convex Approximation Based Off-Policy Optimization for Constrained Reinforcement Learning

Chang Tian, An Liu, Guang Huang +1

We propose a successive convex approximation based off-policy optimization (SCAOPO) algorithm to solve the general constrained reinforcement learning problem, which is formulated a…