Huaze Tang

PhD student, Tsinghua-Berkeley Shenzhen Institute, Tsinghua University, Tsinghua University

Joined

May 2023

Names

Huaze Tang (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

,

****@mails.tsinghua.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Tsinghua-Berkeley Shenzhen Institute, Tsinghua University, Tsinghua University (mail.tsinghua.edu.cn)

2021 – Present

Undergrad student

Southeast University (seu.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2026

Expertise

No areas of expertise listed

Publications

SKARL: Provably Scalable Kernel Mean Field Reinforcement Learning for Variable-Size Multi-Agent Systems
Huaze Tang, Yixian Zhang, Chao Wang, Zhenpeng Shi, Enze Zhang, Bill Zeng, Wenbo Ding
- Submitted to ICLR 2026
- Readers: Everyone
On Theoretical Interpretations of Concept-Based In-Context Learning
Huaze Tang, Tianren Peng, Shao-Lun Huang
- Submitted to ICLR 2026
- Readers: Everyone
Policy Newton Algorithm in Reproducing Kernel Hilbert Space
Yixian Zhang, Huaze Tang, Changxu Wei, Chao Wang, Wenbo Ding
- ICLR 2026 Poster
- Readers: Everyone
Inherent Exploration via Sampling for Stochastic Policies
Zhenpeng Shi, Chi Xu, Huaze Tang, Wenbo Ding
- FPI-ICLR2025 Poster
- Readers: Everyone
A Scalable Transformer-based Framework for Fault Detection in Mission-Critical Systems
Chao Wang, Bill Zeng, Huaze Tang, Zhenpeng Shi, Qian Zhang, Wenbo Ding
- Submitted to ICLR 2025
- Readers: Everyone
Residual Kernel Policy Network: Enhancing Stability and Robustness in RKHS-Based Reinforcement Learning
Yixian Zhang, Huaze Tang, Huijing Lin, Wenbo Ding
- ICLR 2025 Poster
- Readers: Everyone
Adaptive Two-Level Quasi-Monte Carlo for Soft Actor-Critic
Du Ouyang, Zhenpeng Shi, Aodong Guo, Huaze Tang, Hejin Wang, Chao Wang, Wenbo Ding
- ARLET 2024 Poster
- Readers: Everyone

Co-Authors