Pure Exploration in Multi-Armed Bandits
International Joint Conference on Artificial Intelligence (IJCAI) , Messe Wien, Vienna, Austria, July 23 - 29, 2022
🎫 11:15-12:30 AM – Lehar 4, July 25
🎓 Vincent Y. F. Tan, Zixin Zhong
💬 This tutorial (1:45h) focuses on pure exploration of the multi-armed bandit (MAB) problem. It is intended to introduce the background, several state-of-the-art algorithms and their theoretical guarantees, and some fundamental analytical techniques in this area.
Slides are available here.