Mollification Effects of Policy Gradient Methods

Tao Wang, Sylvia Herbert, Sicun Gao

Policy gradient methods have enabled deep reinforcement learning (RL) to approach challenging continuous control problems, even when the underlying systems involve highly nonlinear…