Fast Non-Episodic Adaptive Tuning of Robot Controllers with Online Policy Optimization

James A. Preiss, Fengze Xie, Yiheng Lin +2

We study online algorithms to tune the parameters of a robot controller in a setting where the dynamics, policy class, and optimality objective are all time-varying. The system fol…