Efficient and Robust Reinforcement Learning with Uncertainty-based Value Expansion

Bo Zhou, Hongsheng Zeng, Fan Wang +2

By integrating dynamics models into model-free reinforcement learning (RL) methods, model-based value expansion (MVE) algorithms have shown a significant advantage in sample effici…