This area focuses on autonomous agents capable of goal-driven reasoning, planning, and decision-making. Research emphasizes cognitive autonomy—including task decomposition, tool use, and strategic adaptation—alongside multi-agent coordination, economic frameworks, and applications such as open-claw manipulation and decentralized system management.

成员

段凌杰

Professor

Gareth John TYSON

Associate Professor

于佳冬

Assistant Professor

袁臻毅

Associate Professor

项目

2024

通过数据驱动决策改进 IETF 协议标准化

广州市科技局

2023

广东省通感算交叉融合泛在物联网重点实验室

Firm: 广东省科技厅

Time: 2023 -

发表

The Emergence of Threads: The Birth of a New Social Network

16th International Conference on Social Networks Analysis and Mining, ASONAM 2024, ita,Rende, 10.1007/978-3-031-78548-1_7 Zhang, Peixian; He, Yupeng; Haq, Ehsan-Ul; He, Jiahui; Tyson, Gareth

Unpacking the Layers: Exploring Self-Disclosure Norms, Engagement Dynamics, and Privacy Implications

34th ACM Web Conference, WWW Companion 2025, aus,Sydney,Sydney Convention and Exhibition Centre, 10.1145/3701716.3717740 Haq, Ehsan-Ul; Jangra, Shalini; De, Suparna; Sastry, Nishanth; Tyson, Gareth

Exploring the Capability of ChatGPT to Reproduce Human Labels for Social Computing Tasks

16th International Conference on Social Networks Analysis and Mining, ASONAM 2024, ita,Rende, 10.1007/978-3-031-78548-1_2 Zhu, Yiming; Zhang, Peixian; Haq, Ehsan-Ul; Hui, Pan; Tyson, Gareth

Safety in DRL-Based Congestion Control: A Framework Empowered by Expert Refinement

IEEE TRANSACTIONS ON NETWORKING, 10.1109/TON.2025.3580436 Zhou, Jianer; Pan, Zhiyuan; Li, Zhenyu; Tyson, Gareth; Li, Weichao; Qiu, Xinyi; Pan, Heng; Zhang, Xinyi; Xie, Gaogang

Contrastive Domain Adaptation with Test-Time Training for Out-of-Context News Detection

PATTERN RECOGNITION, 164, 10.1016/j.patcog.2025.111530 Gu, Yimeng; Zhang, Mengqi; Castro, Ignacio; Wu, Shu; Tyson, Gareth

From Limited Resources to Powerful Insights: Empowering Low-Cost Cameras for Efficient Retrospective Querying

IEEE INTERNET OF THINGS JOURNAL, 12, 3, 10.1109/JIOT.2024.3480089, 2825-2837 Wen, Qiaodi; Zhou, Jianer; Chen, Ruitao; Luo, Ziqi; Tyson, Gareth; Li, Weichao; Wang, Jinfan; Pan, Heng; Xu, Zhiwei

Virtual Stars, Real Fans: Understanding the VTuber Ecosystem

34th ACM Web Conference, WWW 2025, aus,Sydney,Sydney Convention and Exhibition Centre, 10.1145/3696410.3714803 Wei, Yiluo; Tyson, Gareth

Energy-Latency Aware Intelligent Reflecting Surface Aided Multi-Cell Mobile Edge Computing

IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 8, 1, 10.1109/TGCN.2023.3330247, 362-374 Xu, Wenhan; Yu, Jiadong; Wu, Yuan; Tsang, Danny H. K.

Joint Channel Estimation and Reinforcement-Learning-Based Resource Allocation of Intelligent-Reflecting-Surface-Aided Multicell Mobile Edge Computing

IEEE INTERNET OF THINGS JOURNAL, 11, 7, 10.1109/JIOT.2023.3334286, 11862-11875 Xu, Wenhan; Yu, Jiadong; Wu, Yuan; Tsang, Danny Hin-Kwok

Energy-Efficient Decentralized Federated Learning for UAV Swarm With Spiking Neural Networks and Leader Election Mechanism

IEEE WIRELESS COMMUNICATIONS LETTERS, 13, 10, 10.1109/LWC.2024.3443295, 2742-2746 Shang, Chen; Hoang, Dinh Thai; Hao, Min; Niyato, Dusit; Yu, Jiadong