Per-Decision Option Discounting

Anna Harutyunyan, Peter Vrancx, Philippe Hamel, Ann Nowé, Doina Precup

Abstract: In order to solve complex problems an agent must be able to reason over a sufficiently long horizon. Temporal abstraction, commonly modeled through options, offers the ability to reason at many tim...