赵伟

主要研究方向：智能物联网、无线网络资源优化、深度强化学习等

个人简介：

本人长期聚焦深度强化学习与边缘智能交叉方向，取得系列原创性成果。共发表期刊和会议论文近80篇，2024-2026期间一作代表性成果包括：TMC两篇（SCI一区顶刊）、COMST两篇（SCI一区顶刊，高被引一篇）、IEEE Network两篇（SCI 二区）、IoT-J两篇（SCI 一区）、TETC一篇（SCI二区）、TNSE一篇（SCI二区，专题论文）、TCCN两篇（SCI一区，高被引一篇）、TVT一篇（SCI 二区）等。以第一作者分别荣获 IEEE GLOBECOM、IEEE WCSP 最佳论文奖。获批发明专利3项。作为负责人主持国家自科青年基金、安徽省自科面上项目、安徽省教育厅高校重点项目、日本 JSPS 外国人特别研究员项目、日本 JSPS Bridge 国际交流项目，以及多项企业横向课题等。2024 年起担任SCI 1区期刊IoT-J 副编辑。指导3名研究生荣获国家奖学金（2024年1名，2025年2名）。

所授课程：

《物联网通信技术》、《物联网导论》、《新生研讨课》、《深度学习实践》、《模式识别与机器学习》

荣获人才项目：

2016年安徽省留学归国人员创新项目

2016江苏省人才计划科技副总

2021年安徽省留学归国人员创新项目

安徽省教育厅 2017年平台引进高层次人才资助奖

代表作（10篇）：

1. Wei Zhao, Kai Wang, Xiangyu Liu, Zhi Liu, and Nei Kato. "Heuristic-Supervised-DRL: A Unified Optimization Framework With Convergence Analysis." IEEE Transactions on Mobile Computing, Apr. 2026. (SCI 一区顶刊)

2. Wei Zhao, Yang Yu, Bomin Mao, and Nei Kato. "A Survey on Computing Power Networks: Architecture, Resource Allocation, and AI Services Enablement." IEEE Transactions on Network Science and Engineering, vol. 13, pp. 6225-6242, Jan. 2026. (SCI 二区，专题论文)

3. Wei Zhao, Shaoxin Cui, Wen Qiu, Zhiqiang He, Zhi Liu, Xiao Zheng, Bomin Mao, and Nei Kato. "A Survey on DRL Based UAV Communications and Networking: DRL Fundamentals, Applications and Implementations." IEEE Communications Surveys & Tutorials, vol. 28, pp. 3911-3941, Jan. 2026. (SCI 一区顶刊，高被引)

4. Wei Zhao, Peng Gao, Xudong Hong, Xiao Zheng, and Nei Kato. "PPO Based Task Offloading with EKF for Position Prediction in RSU-Assisted IoV." IEEE Transactions on Cognitive Communications and Networking, vol. 12, pp. 703-713, Jan. 2026. (SCI 一区)

5. Wei Zhao, Long Chen, Tangjie Weng, Xudong Hong, Wen Qiu, and Yawen Tan. "Joint Mobility and Routing Optimization in UAV-assisted Networks via RSSI-based Localization and Multi-agent DRL." IEEE Internet of Things Journal, vol. 12, no. 21, pp. 44797-44809, Nov. 2025. (SCI 二区)

6. Wei Zhao, Tangjie Weng, Yue Ruan, Zhi Liu, Xuangou Wu, Xiao Zheng, and Nei Kato. "Quantum Computing in Wireless Communications and Networking: A Tutorial-Cum-Survey." IEEE Communications Surveys & Tutorials, vol. 27, no. 4, pp. 2378-2419, Aug. 2025. (SCI 一区顶刊)

7. Wei Zhao, Tangjie Weng, Yu Cheng, Zhi Liu, and Nei Kato. "Deep Reinforcement Learning for Optimizing Multi-hop Distributed Collaborative Task Offloading in R2X." IEEE Transactions on Vehicular Technology, vol. 74, no. 6, pp. 9533-9548, Jun. 2025. (SCI 二区)

8. Wei Zhao, Yu Cheng, Zhi Liu, and Nei Kato. "Advancing RSU-assisted Automated Vehicle Networks: A DRL Empowered Distributed Task Offloading Framework." IEEE Network, vol. 39, no. 2, pp. 242-249, Mar. 2025. (SCI 二区)

9. Wei Zhao, Yu Cheng, Zhi Liu*, Xuangou Wu, and Kato Nei. "Asynchronous DRL based Multi-Hop Task Offloading in RSU-assisted IoV Networks." IEEE Transactions on Cognitive Communications and Networking, vol. 11, no. 1, pp. 546-555, Feb. 2025, doi: 10.1109/TCCN.2024.3417609. (SCI 一区，高被引)

10. Wei Zhao, Ke Shi, Zhi Liu, Xuangou Wu, Xiao Zheng, Linna Wei, and Kato Nei. "DRL Connects Lyapunov in Delay and Stability Optimization for Offloading Proactive Sensing Tasks of RSUs." IEEE Transactions on Mobile Computing, vol. 23, no. 7, pp. 7969-7982, July. 2024. (SCI 一区顶刊)

对招生学生要求：

踏实努力、积极向上，毕业后期望就业IT行业的同学。

其他兼职：

1. 国际会议审稿人和学术程序委员会委员（TPC）：Globecom,  ICC, WD，IEEE WCNC, CSNet等；

2. 担任国际期刊审稿人：IEEE TMC、IEEE Network、IEEE TVT、IEEE Access、IEEE TWC、IEEE TCCN, IEEE IoT-J、 IEEE TNSE等。