Wenhao Zhan

According to our database, Wenhao Zhan authored at least 23 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF.

Zhaolin Gao, Wenhao Zhan, Jonathan D. Chang, Gokul Swamy, Kianté Brantley, Jason D. Lee, Wen Sun

CoRR, 2024

Exploiting Structure in Offline Multi-Agent RL: The Benefits of Low Interaction Rank.

Wenhao Zhan, Scott Fujimoto, Zheqing Zhu, Jason D. Lee, Daniel R. Jiang, Yonathan Efroni

CoRR, 2024

Correcting the Mythos of KL-Regularization: Direct Alignment without Overoptimization via Chi-Squared Preference Optimization.

Audrey Huang, Wenhao Zhan, Tengyang Xie, Jason D. Lee, Wen Sun, Akshay Krishnamurthy, Dylan J. Foster

CoRR, 2024

REBEL: Reinforcement Learning via Regressing Relative Rewards.

Zhaolin Gao, Jonathan D. Chang, Wenhao Zhan, Owen Oertell, Gokul Swamy, Kianté Brantley, Thorsten Joachims, J. Andrew Bagnell, Jason D. Lee, Wen Sun

CoRR, 2024

Dataset Reset Policy Optimization for RLHF.

Jonathan D. Chang, Wenhao Zhan, Owen Oertell, Kianté Brantley, Dipendra Misra, Jason D. Lee, Wen Sun

CoRR, 2024

Provable Offline Preference-Based Reinforcement Learning.

Wenhao Zhan, Masatoshi Uehara, Nathan Kallus, Jason D. Lee, Wen Sun

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Provable Reward-Agnostic Preference-Based Reinforcement Learning.

Wenhao Zhan, Masatoshi Uehara, Wen Sun, Jason D. Lee

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Provably Efficient CVaR RL in Low-rank MDPs.

Yulai Zhao, Wenhao Zhan, Xiaoyan Hu, Ho-fung Leung, Farzan Farnia, Wen Sun, Jason D. Lee

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Optimal Multi-Distribution Learning.

Zihan Zhang, Wenhao Zhan, Yuxin Chen, Simon S. Du, Jason D. Lee

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

Policy Mirror Descent for Regularized Reinforcement Learning: A Generalized Framework with Linear Convergence.

Wenhao Zhan, Shicong Cen, Baihe Huang, Yuxin Chen, Jason D. Lee, Yuejie Chi

SIAM J. Optim., June, 2023

How to Query Human Feedback Efficiently in RL?

Wenhao Zhan, Masatoshi Uehara, Wen Sun, Jason D. Lee

CoRR, 2023

Provable Offline Reinforcement Learning with Human Feedback.

Wenhao Zhan, Masatoshi Uehara, Nathan Kallus, Jason D. Lee, Wen Sun

CoRR, 2023

Reward-agnostic Fine-tuning: Provable Statistical Benefits of Hybrid Reinforcement Learning.

Gen Li, Wenhao Zhan, Jason D. Lee, Yuejie Chi, Yuxin Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

The Specification of Blockchain Oracle System.

Jie Li, Kai Hu, Ji Wan, Wenhao Zhan, Yidan Zou, Yuan Ai, Liping Gao, Yujun Yin

Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023

PAC Reinforcement Learning for Predictive State Representations.

Wenhao Zhan, Masatoshi Uehara, Wen Sun, Jason D. Lee

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Decentralized Optimistic Hyperpolicy Mirror Descent: Provably No-Regret Learning in Markov Games.

Wenhao Zhan, Jason D. Lee, Zhuoran Yang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

An HRA Model Based on the Cognitive Stages for a Human-Computer Interface in a Spacecraft Cabin.

Jianjun Jiang, Yi Xiao, Wenhao Zhan, Changhua Jiang, Dan Yang, Liaozi Xi, Li Zhang, Hong Hu, Yanhua Zou, Jianqiao Liu

Symmetry, 2022

Offline Reinforcement Learning with Realizability and Single-policy Concentrability.

Wenhao Zhan, Baihe Huang, Audrey Huang, Nan Jiang, Jason D. Lee

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021

Multi-path routing spectrum allocation algorithm based on fragment sensing and energy saving.

Chao Liu, Kemin Wang, Wenhao Zhan, Yuting Wang, Bo Xiao, Wenpeng Gao

Proceedings of the HP3C 2021: 5th International Conference on High Performance Compilation, Computing and Communications, Guangzhou, China, June 18, 2021

Over-the-Air Statistical Estimation of Sparse Models.

Chuan-Zheng Lee, Leighton Pate Barnes, Wenhao Zhan, Ayfer Özgür

Proceedings of the IEEE Global Communications Conference, 2021

2020

Strong Privacy and Utility Guarantee: Over-the-Air Statistical Estimation.

Wenhao Zhan, Leighton Pate Barnes, Ayfer Özgür

CoRR, 2020

Application of 5G Network Slicing in State Grid.

Qian Qu, Yutong Wang, Wenhao Zhan, Ying Li, Tong Mao, Yinghui Qiu

Proceedings of the HP3C 2020: 4th International Conference on High Performance Compilation, 2020

Delay Optimal Cross-Layer Scheduling Over Markov Channels with Power Constraint.

Wenhao Zhan, Haoyue Tang, Jintao Wang

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2020