Duo Xu

Improving Actor–Critic Reinforcement Learning via Hamiltonian Monte Carlo Method

2022 · IEEE Transactions on Artificial Intelligence

The actor–critic reinforcement learning (RL) is widely used in various robotic control tasks. By viewing the actor–critic RL from the perspective of variational inference (VI), the policy network is trained to obtain the approximate posterior …