Making Deep Q-learning methods robust to time discretization

Corentin Tallec, Léonard Blier, Yann Ollivier

Abstract: Despite remarkable successes, Deep Reinforce- ment Learning (DRL) is not robust to hyperparam- eterization, implementation details, or small envi- ronment changes (Henderson et al. 2017, Zhang et a...