Thompson Sampling with Diffusion Generative Prior

Yu-Guan Hsieh, Shiva Prasad Kasiviswanathan, Branislav Kveton +1

In this work, we initiate the idea of using denoising diffusion models to learn priors for online decision making problems. Our special focus is on the meta-learning for bandit fra…