Thompson Sampling for Infinite-Horizon Discounted Decision Processes

Daniel Adelman, Cagla Keceli, Alba V. Olivares-Nadal

This paper develops a viable notion of learning for sampling-based algorithms that applies in broader settings than previously considered. More specifically, we model a discounted…