Average-reward reinforcement learning in semi-Markov decision processes via relative value iteration

Huizhen Yu, Yi Wan, Richard S. Sutton

This paper applies the authors' recent results on asynchronous stochastic approximation (SA) in the Borkar-Meyn framework to reinforcement learning in average-reward semi-Markov de…