Robust Deterministic Policy Gradient for Disturbance Attenuation and Its Application to Quadrotor Control

Taeho Lee, Donghwan Lee

This paper presents a robust reinforcement learning algorithm called robust deterministic policy gradient (RDPG), which reformulates the H-infinity control problem as a two-player…