六合彩結果

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姓  名 雷金龍
職  稱 教授
學  科 控制科學與工程學科
專  業 控制科學與工程/智能科學與技術
研究方向 人工智能,多智能體系統,非合作博弈,分布式優化,在線學習,隨機逼近及其應用
導師類型 博導/碩導
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通訊地址 浦東新區川和路55號16號樓 郵政編碼:210201
個人簡介

雷金龍,理學博士,同濟大學“青年百人A”教授,國家海外高層次青年人才計劃獲得者。2011年于中國科學技術大學獲得學士學位,2016年于中國科六合彩結果 數學與系統科學研究院獲得理學博士學位。 2016- 2019年在美國賓夕法尼亞州立大學從事博士后研究。研究方向是不確定信息下多智能體優化與博弈的分析與設計理論。獲得中國科協青年人才托舉工程、第27屆“關肇直”獎、上海市青年科技英才“揚帆計劃”并主持國家自然科學基金委青年基金和面上基金項目等,并參與上海市市級科技重大專項等。已發表30余篇期刊和會議論文,包括優化控制與運籌學頂刊IEEE Trans. Automatic Control、SIAM J. Optimization、Operations Research和Mathematics of Operations Research及人工智能頂會NeurIPS等。代表論文如下:

1.Jinlong Lei, Peng Yi?, Jie Chen, and Yiguang Hong, “Distributed Variable Sample-size Stochastic Optimization with Fixed Step-sizes",IEEE Transactions on Automatic Control, pp. 5630–5637, vol. 67, no. 10, 2022.

2.Jinlong Leiand Uday V. Shanbhag, "Distributed Variable Sample-Size Gradient-response and Best-response Schemes for Stochastic Nash Games over Graphs",SIAM Journal on Optimization, pp. 573–603, vol. 32, no. 2, 2022.

3.Jinlong Leiand Uday V. Shanbhag, “Stochastic Nash Equilibrium Problems: Models, Analysis, and Algorithms",IEEE Control Systems Magazine, vol. 42, no. 4, pp. 103–124, 2022.

4. Xianlin Zeng,Jinlong Lei?, and Jie Chen, ”Dynamical Primal-Dual Accelerated Method withApplications to Network Optimization",IEEE Transactions on Automatic Control,10.1109/TAC.2022.3152720,2022.

5. Peng Yi,Jinlong Lei?, Yiguang Hong, Jie Chen, and Guodong Shi, “Distributed Linear Equationsover Random Networks",IEEE Transactions on Automatic Control,DOI 10.1109/TAC.2022.3187379,2022.

6. Shijie Huang,Jinlong Lei?, Yiguang Hong, “A Linearly Convergent Distributed Nash Equilibrium Seeking algorithm for Aggregative Games",IEEE Transactions on Automatic Control,10.1109/TAC.2022.3154356,2022.

7.Jinlong Leiand Uday V. Shanbhag, “Asynchronous variance-reduced block schemes for composite non-convex stochastic optimization: block-specific steplengths and adapted batch-sizes",Optimization Methods and Software,vol. 37, no. 1, pp. 264–294, 2022.

8.Jinlong Lei, and Han-Fu Chen, "Distributed Stochastic Approximation Algorithm With Expanding Truncations: Algorithm and Applications",IEEE Transactions on Automatic Control, vol. 65, no. 2, pp. 664-679,Full Paper, 2020.

9.Jinlong Leiand Uday V. Shanbhag, "Asynchronous Schemes for Stochastic and Misspecified Potential Games and Nonconvex Optimization,"Operations Research, vol. 68, no. 6, pp. 1742–1766, 2020.

10.Jinlong Lei, Peng Yi, Guodong Shi, and Brian D. O. Anderson, ``Distributed Algorithms with Finite Data Rates that Solve Linear Equations",SIAM Journal on Optimization, vol. 30, no. 2, pp.1191–1222, 2020.

11.Jinlong Lei,Peng Yi, Yiguang Hong, Jie Chen, and Guodong Shi, “Online Convex Optimization Over Erdos-Renyi Random Networks",Advances in Neural Information Processing Systems, 2020.

12.Jinlong Lei, Uday V. Shanbhag, Jong-Shi Pang, and Suvrajeet Sen, “On Synchronous, Asynchronous, and Randomized Best-Response schemes for computing equilibria in Stochastic Nash games,”Mathematics of Operations Research, vol. 45, no.1, pp. 157-190, 2020.

13.Jinlong Lei, Han-Fu Chen, and Hai-Tao Fang, "Asymptotic Properties of Primal-Dual Algorithm for Distributed Stochastic Optimization Over Random Networks,"SIAM Journal on Control and Optimization, vol. 56, no.3, pp. 2159--2188, 2018.

14.Jinlong Lei, Han-Fu Chen, and Hai-Tao Fang, "Primal-Dual Algorithm for Constrained Network Optimization",Systems and Control Letters, vol. 96, pp. 110--117, 2016.

15.Jinlong Leiand Han-Fu Chen, "Stochastic Approximation Based Distributed Randomized Page Rank Algorithm",IEEE Transactions on Automatic Control,vol. 60, no. 6, pp. 1641-1646, 2015.

近五年主持的科研項目:

(1)國家自然科學基金委員會,面上項目, 72271187,基于博弈方法的有人-無人混合復雜系統建模和決策, 2023-01-01至2026-12-31,在研,主持。

(2)國家自然科學基金委員會,青年科學基金項目, 62003240,基于變樣本采樣的多智能體分布式隨機優化算法研究, 2021-01-01至2023-12-31,在研,主持。

(3)上海市科學技術委員會,青年科技英才“揚帆計劃”, 20YF1452800,網絡資源約束下的分布式機器學習方法, 2020-07至2023-06,在研,主持。

(4)中國科學技術協會,中國科協“青年人才”托舉工程, 2019QNRC001,第五屆青年托舉人才, 2019-01至2021-12,結題,主持

講授本科課程:隨機過程、《專業導論(信息類)》

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