Zhishuai Liu

Linear Mixture Distributionally Robust Markov Decision Processes

Sample Complexity of Distributionally Robust Off-Dynamics Reinforcement Learning with Online Interaction

Robust Offline Reinforcement Learning with Linearly Structured $f$-Divergence Regularization

Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning