PhiBE-Q-Learning: Bridging Off-Policy Reinforcement Learning and Continuous-Time Control

Yuhua Zhu, Yutong Ren

In this paper, we develop an off-policy method for continuous-time reinforcement learning (CTRL), where the system dynamics are governed by an unknown stochastic differential equat…