2019.07-2022.12 中国科学院自动化研究所 助理研究员
2023.06-至今 中国科学院自动化研究所 副研究员

博弈决策，持续学习，人工智能

不完全信息博弈对抗方法及应用研究
算法包课题6子课题
第68批博士后面上资助
面向分布式计算平台的德州扑克基准A的研究

1.Mingyi Zhang M ; Xilong Liu; De Xu; Zhiqiang Cao; Junzhi Yu;Vision-Based Target-Following Guider for Mobile Robot, IEEE Transactions on Industrial Electronics, vol. 66, no. 12, pp.9360-9371, 2019. (SCI, EI indexed)
2.Mingyi Zhang M ; Xilong Liu; De Xu; Zhiqiang Cao;Feature-related Searching Control Model for Curve Detection, IEEE Transactions on Cybernetics, vol. 49, no. 2, pp. 580-591, February 2019. (SCI, EI indexed)
3.Da Yu; Mingyi Zhang M ; Mantian Li; Fusheng Zha; Junge Zhang; Lining Sun; Kaiqi Huang;Squeezing more past knowledge for online class-incremental continual learning, IEEE/CAA J. Autom. Sinica, vol. 10, no. 3, pp. 722-736, Mar. 2023. (SCI, EI indexed)
4.Da Yu; Mingyi Zhang M ; Mantian Li; Fusheng Zha; Junge Zhang; Lining Sun; Kaiqi Huang;Contrastive Correlation Preserving Replay for Online Continual Learning, IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(1): 124-139. (SCI, EI indexed)
5.Shuai Chen; Mingyi Zhang M ; Junge Zhang; Kaiqi Huang; Exemplar-based Continual Learning via Contrastive Learning[J]. IEEE Transactions on Artificial Intelligence, 2024. (SCI, EI indexed)
6.Shuai Chen; Mingyi Zhang M ; Junge Zhang; Kaiqi Huang; Task-wise Prompt Query Function for Rehearsal-free Continual Learning[C]. IEEE International Conference on Acoustics, Speech and Signal Processing, 2024. (SCI, EI indexed)
7.Xilong Liu; Mingyi Zhang; Zhiqiang Cao; De Xu; Vision Based Emergency Landing Field Auto-selecting Method for Fixed-wing UAVs, 2016 IEEE Conference on Robotics and Biomimetics (ROBIO2016), pp. 2045-2050, Qingdao, China, December 3-7, 2016. (EI indexed)
8.杨光开; 陈皓; 张茗奕; 尹奇跃; 黄凯奇; 基于不确定度的多智能体信用分配方法[J]. 中国科学院大学学报, 2024, 41(2): 231-240. (EI indexed)

2019年度中国科学院特别研究助理资助项目2024年北京市科学技术学会青年人才托举计划

张俊格; 张茗奕; 杨光开; 陈皓; 黄凯奇; 陈丹丹; 王陆；多智能体信用分配方法、装置、可读存储介质和智能体，2023-1-31, 中国, CN202211672682.1
张俊格; 张茗奕; 娄行舟; 黄凯奇; 徐辉杰; 陈丹丹；多智能体的价值评估方法、装置和可读储存介质，2023-1-17, 中国, CN202211631819.9
刘希龙; 张茗奕; 徐德; 庞磊; 曹志强；一种基于单目视觉传感器的移动机器人跟踪行人的方法，2019-1-8, 中国, 109166136A