A relaxed technical assumption for posterior sampling-based reinforcement learning for control of unknown linear systems

Mukul Gagrani, Sagar Sudhakara, Aditya Mahajan +2

We revisit the Thompson sampling algorithm to control an unknown linear quadratic (LQ) system recently proposed by Ouyang et al (arXiv:1709.04047). The regret bound of the algorith…