Yang Li
Keep going~~~
I am a doctoral student in Computer Science at the University of Manchester, with a particular emphasis on multi-agent learning and applications of AI. 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.
My recent research focuses on multi-agent learning in open-ended worlds, aiming to improve the adaptability of multi-agent systems to varying tasks, emergent on-the-fly co-players, and other evolving environments. The ultimate aim of my research is to advance multi-agent interaction in real-world applications where unpredictability is the norm.
News
| Jul 02, 2024 | “Tackling Cooperative Incompatibility for Zero-Shot Human-AI Coordination” is accepted by Journal of AI Research!!! Thanks all my co-authors~~~ |
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| Jun 01, 2024 | New first-author paper submitted to CoRL, titled “HOLA-Drone: Hypergraphic Open-ended Learning for Zero-Shot Multi-Drone Cooperative Pursuit”. |
| May 01, 2024 | Two papers are accepted by ICML2024. |
| Dec 01, 2023 | First-authored paper “Self-Supervised MAFENN for Classifying Low-labeled Distorted Images over Mobile Fading Channels” has been accepted by Transactions on Mobile Computing (CCF-A, IF=7.9). Thanks all co-authors “Yang Li, Fanglei Sun, Jingchen Hu, Chang Liu, Fan Wu, Kai Li, Ying Wen, Zheng Tian, Yaodong Yang, Jiangcheng Zhu, Zhifeng Chen, Jun Wang, Yang Yang”. Early Access |
Selected Publications
- Under Review
HOLA-Drone: Hypergraphic Open-ended Learning for Zero-Shot Multi-Drone Cooperative Pursuit2024 - Under ReviewAligning Individual and Collective Objectives in Multi-Agent CooperationarXiv preprint arXiv:2402.12416, 2024
- ACL
Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-SpeechIn Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , 2022
Selected Co-authored Publications
- ICLR
Ligs: Learnable intrinsic-reward generation selection for multi-agent learningarXiv preprint arXiv:2112.02618, 2021 - Under Review
Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic ApproacharXiv preprint arXiv:2311.13884, 2023 - IEEE TWCMulti-Agent Feedback Enabled Neural Networks for Intelligent CommunicationsIEEE Transactions on Wireless Communications, 2022
