$H_{\infty }$ Model-free Reinforcement Learning with Robust Stability Guarantee

Minghao Han, Yuan Tian, Lixian Zhang +2

Reinforcement learning is showing great potentials in robotics applications, including autonomous driving, robot manipulation and locomotion. However, with complex uncertainties in…