Increasing the Action Gap: New Operators for Reinforcement Learning

Marc G. Bellemare, Georg Ostrovski, Arthur Guez +2

This paper introduces new optimality-preserving operators on Q-functions. We first describe an operator for tabular representations, the consistent Bellman operator, which incorpor…