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Thu, 19 Sep 2024 14:00:00 +0000

I am currently with the Microarchitecture and Integrated Circuit Laboratory (MICL), in School of Computer and Communication Engineering, University of Science and Technology Beijing (USTB).

I am leading the Swarm Intelligence and Collabrative Computing (SICC) Group, where our research centers on swarm learning, focusing on collaborative decision-making, robustness, and secure learning within distributed systems. Our work spans two primary domains: robotics and materials big-data.

In swarm robotics, we investigate how multi-agent systems can autonomously and cooperatively perform complex tasks in uncertain environments, leveraging wireless localization, reinforcement learning, and quantum machine learning. Meanwhile, in materials science, we explore collaborative computation and secure data handling for large-scale materials datasets.

The common thread between these domains is their foundation in multi-agent systems, which allows us to apply unified theoretical approaches across diverse applications. Part of our research aims to enhance robustness and security in swarm-based decision-making and distributed learning systems.

Keywords: Swarm Robotics, Multi-Agent System, Reinforcement Learning, Localization and Navigation, Quantum Machine Learning, Blockchain, Federated Learning, Distributed Security, Materials Big-data, and AI4Science.

info on Cheng XU（徐 诚）

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info on Cheng XU（徐诚）