BFTS: Thompson Sampling with Bayesian Additive Regression Trees

Ruizhe Deng, Bibhas Chakraborty, Ran Chen +1

Contextual bandits are a core technology for personalized mobile health interventions, where decision-making requires adapting to complex, non-linear user behaviors. While Thompson…