The Arcade Learning Environment: An Evaluation Platform for General Agents

The Arcade Learning Environment (ALE) is a lasting and indispensable element of the RL researcher’s toolbox. It is also the focus of our work. Since its inception, hundreds of RL algorithms have been developed, and the achieved scores have only increased over time.