Approximate Relative Value Learning for Average-reward Continuous State MDPs

Hiteshi Sharma, Mehdi Jafarnia-Jahromi, Rahul Jain

Abstract: In this paper, we propose an approximate relative value learning (ARVL) algorithm for non- parametric MDPs with continuous state space and finite actions and average reward criterion. It is a sampl...