A Pontryagin Method of Model-based Reinforcement Learning via Hamiltonian Actor-Critic

Chengyang Gu, Yuxin Pan, Hui Xiong +1

Model-based reinforcement learning (MBRL) improves sample efficiency by leveraging learned dynamics models for policy optimization. However, the effectiveness of methods such as ac…