AdaStop: adaptive statistical testing for sound comparisons of Deep RL agents

no code implementations • 19 Jun 2023 • Timothée Mathieu, Riccardo Della Vecchia, Alena Shilova, Matheus Medeiros Centa, Hector Kohler, Odalric-Ambrym Maillard, Philippe Preux

When comparing several RL algorithms, a major question is how many executions must be made and how can we ensure that the results of such a comparison are theoretically sound.

Reinforcement Learning (RL)