Trust the Model When It Is Confident: Masked Model-based Actor-Critic

Feiyang Pan, Jia He, Dandan Tu +1

It is a popular belief that model-based Reinforcement Learning (RL) is more sample efficient than model-free RL, but in practice, it is not always true due to overweighed model err…