Efficient ModelBased Deep Reinforcement Learning with Variational State Tabulation

Dane S. Corneil, Wulfram Gerstner, Johanni Brea

Abstract: Modern reinforcement learning algorithms reach super-human performance on many board and video games, but they are sample inefficient, i.e. they typically require significantly more playing experie...