Jian Qian

Evolution of Information in Interactive Decision Making: A Case Study for Multi-Armed Bandits

Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability

Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff

How Does Variance Shape the Regret in Contextual Bandits?

Online Estimation via Offline Estimation: An Information-Theoretic Framework