教育经历：
2005 – 2011 博士，东南大学物理系，导师：黄洪斌教授
2001 – 2005 学士，东南大学物理系
研究经历:
2017.02 – now, School of Physics and Information Technology, Shaanxi Normal University, Xi'an, China
2016.10 – 2017.01 Visiting scientist, Complex system division, Beijing Computational Science Research Centre, Beijing, China
2013.10 – 2016.10 Postdoc, Project Group 4 - Epidemiological Modeling of Infectious diseases (headed by Prof. Dirk Brockmann) , Robert-Koch Institute (equivalent to German CDC) & Institute for Theoretical Biology, Humboldt University, Germany
2011.08 – 2013.09 Postdoc, Department of Biological physics, Max Planck Institute for the physics of complex systems, Dresden, Germany
研究概述：
Fields: Statistical Physics, Reinforcement learning, Human behaviors, Evolutionary game theory, Epidemic spreading, Swarm, and Complex systems in general.
Physics is what physicists are interested in, defined by their working approaches rather than the subjects. We are currently devoted to developing the reinforcement learning framework to understand the decision-making of humans, coined as the AI4Game project. This project combines approaches from statistical physics, reinforcement learning, and behavioral experiments, and ultimately aims to establish a new paradigm for human behaviors.
The following is the publication list (until 2025.10):
52. KW Jiang, CY Zhao, SF Deng, WR Cai, JQ Zhang, L Chen, Species coexistence in the reinforcement learning paradigm, arXiv:2508.17599 (2025).
51. ZN Zhang, GZ Zhen, SF Deng, L Chen, CR Cai, JQ Zhang, Dual Reinforcement Learning Synergy in Resource Allocation: Emergence of Self-Organized Momentum Strategy, arXiv:2509.11161 (2025).
50. CY Zhao, XS Feng, GZ Zheng, WR Cai, JQ Zhang, L Chen, Evolution of cooperation in a bimodal mixture of conditional cooperators, arXiv:2502.07537 (2025).
49. GZ Zheng, WR Cai, GX Qi, JQ Zhang, L Chen, Optimal coordination in Minority Game: A solution from reinforcement learning, arXiv:2312.14970 (2025).
48. GZ Zheng, JQ Zhang, X Ou, SF Deng, L Chen, Decoding fairness: A reinforcement learning perspective, Physical Review E 111, 064307 (2025).
47. GZ Zheng, ZW Ding, JQ Zhang, SF Deng, WR Cai, L Chen, Evolution of cooperation with Q-learning: The impact of information perception, Chaos 35(5) (2025).
46. ZH Zhao, MH Zhu, C Wang, SJ Wang, JQ Zhang, L Chen, WR Cai, Multiplex Graph Contrastive Learning with Soft Negatives, Electronics 14, 396 (2025).
45. BY Li, ZN Zhang, GZ Zheng, CR Cai, JQ Zhang, L Chen, Cooperation in public goods games: Leveraging other-regarding reinforcement learning on hypergraphs, Phys. Rev. E 111, 014304 (2025).
44. GZ Zheng, JQ Zhang, SF Deng, WR Cai, L Chen, Evolution of cooperation in the public goods game with Q-learning, Chaos, Solitons & Fractals 188, 115568 (2024).
43. NN Bian, MH Zhu, L Chen, WR Cai, Boosting MLPs with a Coarsening Strategy for Long-Term Time Series Forecasting, International Conference on Intelligent Computing, 422-433 (2024).
42. AH Sheng, J Zhang, GZ Zheng, JQ Zhang, WR Cai, L Chen, Catalytic evolution of cooperation in a population with behavioural bimodality, Chaos 34, 103117 (2024).
41. ZW Ding, JQ Zhang, GZ Zheng, WR Cai, CR Cai, L Chen, XM Wang, Emergence of anti-coordinated patterns in snowdrift game by reinforcement learning, Chaos, Solitons & Fractals 184, 114971 (2024).
40. GZ Zheng, JQ Zhang, J Zhang, WR Cai, L Chen, Decoding trust: A reinforcement learning perspective, New Journal of Physics 26, 053041 (2024).
39. J Zhang, ZH Rong, GZ Zheng, JQ Zhang, L Chen, The emergence of cooperation via Q-learning in spatial donation game, Journal of Physics: Complexity 5, 025006 (2024)
38. Z Li, J Zhang, GZ Zheng, L Chen, JQ Zhang, WR Cai, A generative hypergraph model for double heterogeneity, Journal of Complex Networks 12, cnad048 (2024).
37. CY Zhao, GZ Zheng, C Zhang, JQ Zhang, L Chen, Emergence of cooperation under punishment: A reinforcement learning perspective, Chaos 34, 073123 (2024).
36. ZW Ding, GZ Zheng, CR Cai, WR Cai, L Chen, JQ Zhang, XM Wang, Emergence of Cooperation in Two-agent Repeated Games with Reinforcement Learning, Chaos, Solitons & Fractals 175, 114032 (2023).
35. L Ma, JQ Zhang, GZ Zheng, RZ Liang, L Chen, Emergence of cooperation in a population with bimodal response behaviors, Chaos, Solitons & Fractals 171, 113452 (2023).
34. J Zhang, Z Li, JQ Zhang, L Ma, GZ Zheng, L Chen, Emergence of oscillatory cooperation in a population with incomplete information, Physica A 617, 128682 (2023).
33. GZ Zheng, JQ Zhang, ZW Ding, L Ma, L Chen, Pinning control of social fairness in the ultimatum game, Journal of Statistical Mechanics: Theory and Experiment 2023, 043404 (2023).
32. T Xue, X LI, XS Chen, L Chen, ZG Han, Machine learning phases in swarming systems, Machine Learning: Science and Technology 4, 015028 (2022).
31. GZ Zheng, JQ Zhang, RZ Liang, L Ma, L Chen, Probabilistic fair behaviors spark its boost in the Ultimatum Game: the strength of good Samaritans, Journal of Physics: Complexity 3, 035004 (2022).
30. RZ Liang, JQ Zhang, GZ Zheng, L Chen, Social hierarchy promotes the cooperation prevalence, Physica A 567, 125726 (2021).
29. RZ Liang, QQ Wang, JQ Zhang, GZ Zheng, L Ma, L Chen, Dynamical reciprocity in interacting games: numerical results and mechanism analysis, Phys. Rev. E 105, 054302 (2021).
28. T Xue, X Li, P Grassberger, L Chen, Swarming transitions in hierarchical societies, Physical Review Research 2, 042017 (2020).
27. SP Zhang, JQ Zhang, L Chen, XD Liu, Oscillatory evolution of collective behavior in evolutionary games played with reinforcement learning, Nonlinear Dynamics 10, 1007 (2020).
26. JQ Zhang, SP Zhang, L Chen, XD Liu, Understanding collective behaviors in reinforcement learning evolutionary games via a belief-based formalization, Physical Review E 101, 042402 (2020).
25. L Chen, Persistent spatial patterns of interacting contagions, Physics Review E 99, 022308 (2019).
24. SS Li, N Sun, L Chen, XG Wang, Network synchronization with periodic coupling, Physical Review E 98, 012304 (2018).
23. L Chen, F Ghanbarnejad, D Brockmann, Fundamental properties of cooperative contagion processes, New Journal of Physics 19, 103041 (2017). [Media coverage: ScienceDaily, Phys.org, News-medical.net, EurekAlert!, Infection control today, ScienceNewsline etc.]
22. L Chen, C Huepe, T Gross, Adaptive network models of collective decision making in swarming systems, Physical Review E 94, 022415 (2016).
21. P Grassberger, L Chen, F Ghanbarnejad, W Cai, Phase transitions in cooperative coinfections: Simulation results for networks and lattices, Physical Review E 93, 042316 (2016).
20. WR C, L Chen, F Ghanbarnejad, P Grassberger, Avalanche outbreaks emerging in cooperative contagions, Nature Physics 11, 936 (2015). [Media coverage: Wissenschaft-aktuell, Welt der Physik, Phys.org, Video Highlights (made by Research Square, archived also by McK Works). ]
19. X Zhang, J Yang, FP Wu, WJ Wu, M Jiang, L Chen, HJ Wang, GX Qi, HB Huang, Synchronization of time-delayed chemically coupled burst-spiking neurons with correlated noises, The European Physical Journal E 37 (6), 53 (2014).
18. L Chen, F Ghanbarnejad, W Cai, P Grassberger, Outbreaks of coinfections: The critical role of cooperativity, Europhysics Letters 104, 50001 (2013). [Selected as EPL Highlights of 2013]
17. HJ Wang, L Chen, C Qiu, HB Huang, GX Qi, Time-delay–induced synchronization in complex networks: Exploring the dynamical mechanism, Europhysics Letters 101, 60002 (2013).
16. X Zhang, PJ Li, FP Wu, WJ Wu, M Jiang, L Chen, GX Qi, HB Huang, Transition from winnerless competition to synchronization in time-delayed neuronal motifs, Europhysics Letters 97, 58001 (2012).
15. HJ Wang, GX Qi, L Chen, C Qiu, HB Huang, Three types of synchronisation in complex modular networks, The European Physical Journal B 85, 40 (2012).
14. Y Wang, JR Xu, L Chen, GH Liu, Spontaneous U(1) Symmetry Breaking in Coupled Bose System, Communications in Theoretical Physics 55, 997 (2011).
13. L Chen, C Qiu, H Huang, G Qi, HJ Wang, Understanding synchronization from simple core of chaotic equation, Physics Letters A 375, 149 (2010).
12. L Chen, C Qiu, H Huang, G Qi, H Wang, Coevolution of synchronous activity and connectivity in coupled chaotic oscillators, Physical Review E 82, 056115 (2020).
11. L Chen, C Qiu, HB Huang, GX Qi, HJ Wang, Facilitated synchronization of complex networks through a discontinuous coupling strategy, The European Physical Journal B 76, 625 (2010).
10. L Chen, C Qiu, HB Huang, Synchronization with on-off coupling: Role of time scales in network dynamics, Physical Review E 79, 045101 (2009).
9. 章曦, 陈理, 李配军, 吴方平, 董秋云, 对匀速率曲线运动的探讨, 大学物理 26, 9 (2009).
8. L Chen, HB Huang, GX Qi, P Luo, C Qiu, XD Zhao, Y Wang, Searching good indicators for predicting the synchronizability of heterogeneous networks and beyond, Europhysics Letters 84, 50003 (2008).
7. HB Huang, CX Yang, LJ Sun, L Chen, J Li, Coherent states and quantum oscillations of BEC-BCS systems, Physics Letters A 372, 5748 (2008).
6. GX Qi, HB Huang, CK Shen, HJ Wang, L Chen, Predicting the synchronization time in coupled-map networks, Physical Review E 77, 056205 (2008).
5. GX Qi, HB Huang, L Chen, HJ Wang, CK Shen, Fast synchronization in neuronal networks, Europhysics Letters 82, 38003 (2008).
4. HJ Wang, HB Huang, GX Qi, L Chen, Dynamical symmetry and synchronization in modular networks, Europhysics Letters 81, 60005 (2008).
3. 王海军, 黄洪斌, 齐观晓, 陈理, 混沌激光器阵列中斑图的形成与冻结, 东南大学学报 38, 1130 (2008).
2. L Chen, HB Huang, GX Qi, Manipulating synchronous states by dynamical flow in complex networks, Europhysics Letters 79, 60005 (2007).
1. GX Qi, HB Huang, HJ Wang, X Zhang, L Chen, General conditions for synchronization of pulse-coupled bursting neurons in complex networks, Europhysics Letters 74, 733 (2006).
Funding support：
1. 国家自然科学基金青年项目，地理空间上的协同传播动力学，项目编号：61703257，2018-2020，主持。
2. 陕西师范大学理论物理学术交流和人才培养平台建设项目，项目编号：11747309，2018，主持。
3. 国家自然科学基金面上项目，协同多博弈演化动力学：多者异也，项目编号：12075144，2021-2024，主持。
教授课程：
热学，热力学与统计物理，计算物理，人工智能与物理等。
指导学生情况:
博士生：欧昕
硕士研究生：库艺乐，张静怡，王浚懿，张能超，陈仁河
已毕业学生：
王沁沁（17硕，高平一中），薛婷婷（17硕，昆明理工），李旭（17硕，昆明理工），
郑国忠（18硕博，内蒙古大学），梁日周（18硕，北师大博士在读），
马琳（19硕，北师大博士在读），
张晶（20硕，东华大学博士在读），李照（20硕，新疆移动），
盛安慧（21硕，深圳实验学校），李文静（21硕，西安教育局），
姜开文（22硕，西安崇是中学），赵晨阳（22硕，华东师大博士在读）。
欢迎感兴趣的同学加入本课题组！
