Yang Li

Keep going~~~

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As a Ph.D. candidate in Computer Science at the University of Manchester, my research centers on the areas of human-AI/robot collaboration, multi-agent learning, and AI applications. I am driven by a passion for harnessing interdisciplinary knowledge, such as AI, game theory, and cognitive theory, to spark innovation in human-robot collaboration, with the ultimate goal of improving the quality of human life. In UoM, I am supervised by Dr. Wei Pan and co-supervised by Prof. Angelo Cangelosi. Before starting PhD journey, I obtained the Master degree in Information and Communication Engineering from the University of Chinese Academy of Sciences under Prof. Jun Wang and Prof. Yang Yang, and the Bachelor degree in Digital Media Technology from Dalian University of Technology.

News

Sep 26, 2024 New first-author paper has been accepted by NeurIPS 2024. Li, Y., W. Zhang, J. Wang, S. Zhang, Y. Du, Y. Wen, and W. Pan. “Aligning Individual and Collective Objectives in Multi-Agent Cooperation.” Thanks for all co-authors.
Sep 17, 2024 New co-author paper has been accepted by IEEE Transactions on Aerospace and Electronic Systems. (JCR Q1, IF=5.1). Liu, Yuwei, Yang Li, Yuqiang Cheng, Wei Pan, Jianjun Wu. “IM-TD3: A Reinforcement Learning Approach for Liquid Rocket Engine Start-Up Optimization”.
Aug 26, 2024 New first-author paper has been accepted by IEEE Transactions on Audio, Speech and Language Processing (CCF-B, JCR Q1 journal). Thanks all co-authors~~~
Jul 02, 2024 “Tackling Cooperative Incompatibility for Zero-Shot Human-AI Coordination” is accepted by Journal of AI Research (CCF-B, JCR Q2 journal)!!! Thanks all my co-authors~~~
May 01, 2024 Two papers are accepted by ICML2024.

Selected Publications

  1. NeruIPS
    Aligning Individual and Collective Objectives in Multi-Agent Cooperation
    Yang Li, Wenhao Zhang, Jianhong Wang, and 4 more authors
    arXiv preprint arXiv:2402.12416, 2024
    PDF
  2. JAIR
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    Tackling Cooperative Incompatibility for Zero-Shot Human-AI Coordination
    Yang Li, Shao Zhang, Jichen Sun, and 5 more authors
    Journal of Artificial Intelligent Research, 2024
    PDF Code Website
  3. Under Review
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    HOLA-Drone: Hypergraphic Open-ended Learning for Zero-Shot Multi-Drone Cooperative Pursuit
    Yang Li, Dengyu Zhang, Junfan Chen, and 3 more authors
    2024
    Website
  4. ICML
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    Cooperative Open-ended Learning Framework for Zero-shot Coordination
    Yang Li, Shao Zhang, Jichen Sun, and 4 more authors
    In Proceedings of the 40th International Conference on Machine Learning, PMLR 202:20470-20484, 2023. , 2023
    PDF Code Website
  5. TMLR
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    JiangJun: Mastering Xiangqi by Tackling Non-Transitivity in Two-Player Zero-Sum Games
    Yang Li, Kun Xiong, Yingping Zhang, and 6 more authors
    Transactions on Machine Learning Research, 2023
    PDF Code Website
  6. IEEE TMC
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    Self-Supervised MAFENN for Classifying Low-labeled Distorted Images over Mobile Fading Channels
    Yang Li, Fanglei Sun, Jingchen Hu, and 8 more authors
    IEEE Transactions on Mobile Computing, 2023
    PDF Website
  7. TASLP
    Cross-Utterance Conditioned VAE for Speech Generation
    Yang Li, Cheng Yu, Guangzhi Sun, and 7 more authors
    In , 2024
  8. ACL
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    Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech
    Yang Li, Cheng Yu, Guangzhi Sun, and 6 more authors
    In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , 2022
    PDF

Selected Co-authored Publications

  1. ICML
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    Open Ad Hoc Teamwork with Cooperative Game Theory
    Jianhong Wang, Yang Li, Yuan Zhang, and 2 more authors
    arXiv preprint arXiv:2402.15259, 2024
    PDF Code Website
  2. ICML
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    Adaptive Advantage-Guided Policy Regularization for Offline Reinforcement Learning
    Tenglong Liu, Yang Li, Yixing Lan, and 3 more authors
    arXiv preprint arXiv:2405.19909, 2024
    PDF Website
  3. ICLR
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    Ligs: Learnable intrinsic-reward generation selection for multi-agent learning
    David Henry Mguni, Taher Jafferjee, Jianhong Wang, and 7 more authors
    arXiv preprint arXiv:2112.02618, 2021
    PDF
  4. Under Review
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    Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach
    Bin Zhang, Hangyu Mao, Jingqing Ruan, and 8 more authors
    arXiv preprint arXiv:2311.13884, 2023
    PDF
  5. IEEE TWC
    Multi-Agent Feedback Enabled Neural Networks for Intelligent Communications
    Fanglei Sun, Yang Li, Ying Wen, and 4 more authors
    IEEE Transactions on Wireless Communications, 2022
    PDF