Meta-Thompson Sampling

Branislav Kveton, Mikhail Konobeev, Manzil Zaheer +4

Efficient exploration in bandits is a fundamental online learning problem. We propose a variant of Thompson sampling that learns to explore better as it interacts with bandit insta…