Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement Learning

Riashat Islam, Raihan Seraj, Samin Yeasar Arnob +1

We study the problem of off-policy critic evaluation in several variants of value-based off-policy actor-critic algorithms. Off-policy actor-critic algorithms require an off-policy…