When to Trust Your Data: Enhancing Dyna-Style Model-Based Reinforcement Learning With Data Filter

Yansong Li, Zeyu Dong, Ertai Luo +3

Reinforcement learning (RL) algorithms can be divided into two classes: model-free algorithms, which are sample-inefficient, and model-based algorithms, which suffer from model bia…