Scaling policy iteration based reinforcement learning for unknown discrete-time linear systems

Zhen Pang, Shengda Tang, Jun Cheng +1

In optimal control problem, policy iteration (PI) is a powerful reinforcement learning (RL) tool used for designing optimal controller for the linear systems. However, the need for…