Coordinating Planning and Tracking in Layered Control Policies via Actor-Critic Learning

Fengjun Yang, Nikolai Matni

We propose a reinforcement learning (RL)-based algorithm to jointly train (1) a trajectory planner and (2) a tracking controller in a layered control architecture. Our algorithm ar…