Yuxuan Han

Semi-Parametric Contextual Pricing with General Smoothness

DR-SAC: Distributionally Robust Soft Actor-Critic for Reinforcement Learning under Uncertainty

Optimal Trade-offs between Regret and Estimation in Capacitated Multinomial Logit Bandits

Functional Critic Modeling for Provably Convergent Off-Policy Actor-Critic

Precise Asymptotics and Refined Regret of Variance-Aware UCB

Improved Confidence Regions and Optimal Algorithms for Online and Offline Linear MNL Bandits