Thompson Sampling-Based Learning and Control for Unknown Dynamic Systems

Kaikai Zheng, Dawei Shi, Yang Shi +1

Thompson sampling (TS) is a Bayesian randomized exploration strategy that samples options (e.g., system parameters or control laws) from the current posterior and then applies the…