ZHANG Zhang

Education Background

University of Teesside, Master of Computing Science, Sept. 2013--Sept. 2014

University of Teesside, Doctor of Artificial intelligence, Ph.D. Oct. 2015--Oct. 2020

Work Background

1. 2023-present        Lecturer, School of Artificial Intelligence and Information Engineering, Zhejiang University of Science and Technology, .

2. 2021-2023            Postdoctoral fellow, Assistant Researcher, National Engineering Research Center of Electric Vehicles, Beijing Institute of Technology,.

3. 2020-2021            Researcher, National Defense Innovation Research Institute, Academy of Military Sciences of the People's Liberation Army of China, .

Main Research Interests
Research work in areas such as multi-agent deep reinforcement learning collaborative decision-making, semi-supervised semantic segmentation, multi-vehicle decision-making for autonomous driving, and machine vision.

Email:123138@zust.edu.cn

Main Research Projects

1. 12.2021-12.2024     Safety Monitoring and Early Warning Technology for Power Batteries under Multiple Application Conditions 

The historical evolution process of security risk mapping characteristics was studied, and an online security early warning model based on background data was established. I serve as the chief leader of Project Three. This is a project under the National Key Research and Development Program.

2. 12.2019-08.2020     Optimal Path Algorithm Model for Dynamic Programming of Multi-Agent Systems 

A dynamic programming optimal path algorithm model (reinforcement learning) for multi-agent systems was designed. This project is jointly carried out by British universities (York, Teesside, Hull) . The venture capital support for the THYME project applied for. I serve as the overall person in charge. This project is jointly developed and researched by the field of ecological research and artificial intelligence research the project.

3. 04.2019-07.2020    Multi-agent System Interaction behavior Planning Algorithm Model 

Design the planning algorithm model for the interaction behavior of multi-agent systems (reinforcement learning & machine learning). I serve as the overall person in charge. This project is organized by the UK's EPSRC Funding.

Main Published Papers

1. 2023 Zhang Zhang; Yifeng Zeng; Wenhui Jiang; Yinghui Pan; Jing Tang.Intention recognition for multiple agents[J].Information Sciences,2023,Vol.628:360-376. top Journal in the First zone, ranked 16/164

2. 2024 XX; Yun Zhao; Zixin Zhang; Na Wu; Zhang Zhang. MAFDE-DN4: Improved Few-shot plant disease classification method based on Deep Nearest Neighbor Neural Network. Computers and Electronics in Agriculture 226 (0168-1699), 109373

3. 2017 Zeng Y; Zhang Z; Han T A. Using Intention Recognition in a Simulation Platform to Assess Physical Activity Levels of an Office Building[C]. Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems.