Improving Monte Carlo Evaluation with Offline Data. - Shuze Daniel Liu; Shangtong Zhang (CoRR, 2023)

Efficient Policy Evaluation with Offline Data Informed Behavior Policy Design. - Shuze Daniel Liu; Shangtong Zhang (ICML, 2024)

The ODE Method for Stochastic Approximation and Reinforcement Learning with Markovian Noise. - Shuze Daniel Liu; Shuhang Chen; Shangtong Zhang (CoRR, 2024)

Efficient Multi-Policy Evaluation for Reinforcement Learning. - Shuze Daniel Liu; Yuxin Chen; Shangtong Zhang (CoRR, 2024)

Efficient Multi-Policy Evaluation for Reinforcement Learning. - Shuze Daniel Liu; Claire Chen; Shangtong Zhang (AAAI, 2025)

Efficient Policy Evaluation with Safety Constraint for Reinforcement Learning. - Claire Chen; Shuze Daniel Liu; Shangtong Zhang (ICLR, 2025)

Doubly Optimal Policy Evaluation for Reinforcement Learning. - Shuze Daniel Liu; Claire Chen; Shangtong Zhang (ICLR, 2025)