Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems

Sahin Lale, Kamyar Azizzadenesheli, Babak Hassibi +1

In this work, we study model-based reinforcement learning (RL) in unknown stabilizable linear dynamical systems. When learning a dynamical system, one needs to stabilize the unknow…