Benchmarking Bonus-Based Exploration Methods on the Arcade Learning Environment

Adrien Ali Taïga, William Fedus, Marlos C. Machado +2

This paper provides an empirical evaluation of recently developed exploration algorithms within the Arcade Learning Environment (ALE). We study the use of different reward bonuses…