Theoretically Guaranteed Policy Improvement Distilled from Model-Based Planning

Chuming Li, Ruonan Jia, Jie Liu +5

Model-based reinforcement learning (RL) has demonstrated remarkable successes on a range of continuous control tasks due to its high sample efficiency. To save the computation cost…