CV

Education

• Ph.D in Tsinghua-Berkeley Shenzhen Institute (TBSI), Tsinghua University, 2026 (expected)
• B.Eng in Chien-Shiung Wu College, Southeast University, 2021

Work experience

• Spring 2024: Research Internship
  • Meituan Co., Ltd
  • Duties includes: Develop a training pipeline for a large decision model tailored to fuzz testing.
  • Mentor: Li Zeng

Skills

• Programming
  • MATLAB
  • Python
  • Golang
• Robotics
  • ROS
  • Gazebo
  • ISSCA gym

Publications

M^3ARL: Moment-Embedded Mean-Field Multi-Agent Reinforcement Learning for Continuous Action Space

Tang, Huaze, et al. "M3ARL: Moment-Embedded Mean-Field Multi-Agent Reinforcement Learning for Continuous Action Space." ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2024.

Autonomous Swarm Robot Coordination via Mean-Field Control Embedding Multi-Agent Reinforcement Learning

Tang, Huaze, et al. "Autonomous Swarm Robot Coordination via Mean-Field Control Embedding Multi-Agent Reinforcement Learning." 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2023.

Mean-field-aided multiagent reinforcement learning for resource allocation in vehicular networks

Zhang, Hengxi, et al. "Mean-field-aided multiagent reinforcement learning for resource allocation in vehicular networks." IEEE Internet of Things Journal 10.3 (2022): 2667-2679.

Service and leadership

• Teaching Assistant of TBSI Course Advanced Signal Processing (2024/02-2024/06)
• Teaching Assistant of TBSI Course Learning from Data (2022/09-2023/01)