Shuze Daniel Liu

According to our database, Shuze Daniel Liu authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Doubly Optimal Policy Evaluation for Reinforcement Learning.

Shuze Daniel Liu, Claire Chen, Shangtong Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Efficient Policy Evaluation with Safety Constraint for Reinforcement Learning.

Claire Chen, Shuze Daniel Liu, Shangtong Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Efficient Multi-Policy Evaluation for Reinforcement Learning.

Shuze Daniel Liu, Claire Chen, Shangtong Zhang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Efficient Multi-Policy Evaluation for Reinforcement Learning.

Shuze Daniel Liu, Yuxin Chen, Shangtong Zhang

CoRR, 2024

The ODE Method for Stochastic Approximation and Reinforcement Learning with Markovian Noise.

Shuze Daniel Liu, Shuhang Chen, Shangtong Zhang

CoRR, 2024

Efficient Policy Evaluation with Offline Data Informed Behavior Policy Design.

Shuze Daniel Liu, Shangtong Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Improving Monte Carlo Evaluation with Offline Data.

Shuze Daniel Liu, Shangtong Zhang

CoRR, 2023