Qiaomin Xie

Offline Actor-Critic for Average Reward MDPs

Stable Offline Value Function Learning with Bisimulation-based Representations

Contextual Online Pricing with (Biased) Offline Data

Stable Offline Value Function Learning with Bisimulation-based Representations

Pretraining Decision Transformers with Reward Prediction for In-Context Structured Bandit Learning

The Collusion of Memory and Nonlinearity in Stochastic Approximation With Constant Stepsize

Revisiting Familiar Places in an Infinite World: Continuing RL in Unbounded State Spaces