Dynamic Horizon Value Estimation for Model-based Reinforcement Learning

Junjie Wang, Qichao Zhang, Dongbin Zhao +2

Existing model-based value expansion methods typically leverage a world model for value estimation with a fixed rollout horizon to assist policy learning. However, the fixed rollou…