Model-Based Policy Gradients with Parameter-Based Exploration by Least-Squares Conditional Density Estimation

Syogo Mori, Voot Tangkaratt, Tingting Zhao +2

The goal of reinforcement learning (RL) is to let an agent learn an optimal control policy in an unknown environment so that future expected rewards are maximized. The model-free R…