Shaofeng Zou

sample complexity (5) markov decision process (5) reinforcement learning (4) off-policy learning (3) linear function approximation (3) robust reinforcement learning (3) robust markov decision process (3) distributionally robust optimization (2) finite-sample analysis (2) linear convergence (2) temporal-difference learning (2) policy gradient (2) function approximation (2) temporal difference learning (2) bellman equation (2) convergence analysis (2) model uncertainty (2) stochastic approximation (2) non-asymptotic analysis (2) average reward (2)