Regenerative Particle Thompson Sampling

Zeyu Zhou, Bruce Hajek, Nakjung Choi +1

This paper proposes regenerative particle Thompson sampling (RPTS), a flexible variation of Thompson sampling. Thompson sampling itself is a Bayesian heuristic for solving stochast…