教育经历：

2010．09-2016．06兰州大学 理论物理专业理学博士

2005．09-2009．06兰州大学 应用化学专业理学学士

工作经历：

2017．11-2020．09北京航空航天大学脑机智能与大数据高精尖中心（计算机学院）博士后

2016．08-2017．08北京计算科学研究中心 科研人员

2020.09至今 宁夏大学 物理学院 教师

研究方向：

统计物理、非线性动力学、复杂系统、机器学习、数据挖掘与数据分析

科研成果：

Dual reinforcement learning synergy in resource allocation: Emergence of momentum strategy[J]. Zhenna Zhang, Guozhong Zheng, Li Chen, Chaoran Cai, Shengfeng Deng, Binquan Li, Jiqiang Zhang*. Chaos, Solitons & Fractals, 2026, 202: 117441.

Cooperation in public goods games: Leveraging other-regarding reinforcement learning on hypergraphs[J]. Boying Li, Zhenna Zhang, Guozhong Zheng, Chaoran Cai, Jiqiang Zhang*, Li Chen*. Physical Review E, 2025, 111(1): 014304.

Emergence of anti-coordinated patterns in snowdrift game by reinforcement learning [J]. Zhenwei Ding, Jiqiang Zhang*, Guozhong Zheng, Weiran Cai, Chaoran Cai, Li Chen, Xuming Wang. Chaos, Solitons & Fractals, 2024, 184:114971.

Decoding trust: a reinforcement learning perspective [J], Guozhong Zheng, Jiqiang Zhang, Jing Zhang, Weiran Cai*, Li Chen*, New Journal of Physics, 2024, 26:053041

Evolution of cooperation in the public goods game with Q-learning [J], Guozhong Zheng, Jiqiang Zhang, Shengfeng Deng, Weiran Cai, Li Chen*. Chaos, Solitons and Fractals, 2024, 188: 115568.

Optimal coordination of resource: A solution from reinforcement learning [J]. Guozhong Zheng, Weiran Cai, Guanxiao Qi, Jiqiang Zhang*, Li Chen*. Physical Review E, 2025, 112(6): 064305.

Evolution of cooperation with Q-learning: The impact of information perception[J]. Guozhong Zheng, Zhenwei Ding, Jiqiang Zhang, Shengfeng Deng, Weiran Cai, Li Chen*. Chaos, 2025, 35(5).

Emergence of oscillatory cooperation in a population with incomplete information [J]. Jing Zhang, Zhao Li, Jiqiang Zhang, Lin Ma, Guozhong Zheng, Li Chen*. Physica A, 2023, 617:128682.

Emergence of cooperation in a population with bimodal response behaviors [J]. Lin Ma, Jiqiang Zhang, Guozhong Zheng, Rizhou Liang, Li Chen*. Chaos, Solitons & Fractals, 2023, 171: 113452.

Combined effect of simplicial complexes and interlayer interaction: An example of information-epidemic dynamics on multiplex networks[J]. Xin Chang, Chaoran Cai, Chongyang Wang, Xusheng Liu, and, Jiqiang Zhang, Kang Jin, Wenli Yang. Physical Review Research, 2023, 5(1): 013196.

Emergence of cooperation in two-agent repeated games with reinforcement learning [J]. Zhen-Wei Ding, Guozhong Zheng, Chaoran Cai, Weiran Cai, Li Chen, Jiqiang Zhang (co-first author), Xuming Wang*. Chaos, Solitons & Fractals, 2023, 175:114032.

Pinning control of social fairness in the ultimatum game [J]. Guozhong Zheng, Jiqiang Zhang, Zhenwei Ding, Lin Ma, Li Chen*. Journal of Statistical Mechanics: Theory and Experiment, 2023, 4:043404.

Probabilistic fair behaviors spark its boost in the Ultimatum game: the strength of good Samaritans[J]. Guozhong Zheng, Jiqiang Zhang, Rizhou Liang, Lin Ma, Li Chen*. Journal of Physics: Complexity, 2022, 3:035004.

Dynamical reciprocity in interacting games: Numerical results and mechanism analysis [J]. Rizhou Liang, Qinqin Wang, Jiqiang Zhang, Guozhong Zheng, Lin Ma, Li Chen*. Physical Review E, 2022, 105: 054302.

Nonlinear mapping between continuous-and discrete-time dynamics[J]. Liang Zhang, Chaoran Cai, Jiqiang Zhang, Kang Jin, Wenli Yang. Europhysics Letters, 2022, 137(6): 61002.

Ji-Qiang Zhang*, Si-Ping Zhang*, Li Chen and Xu-Dong, Liu(2020).Understanding collective behaviors in reinforcement learning evolutionary games via a belief-based formalization. Phys. Rev. E101(4): 042402.

Si-Ping Zhang, Ji-Qiang Zhang *(co-first author), Li Chen and Xu-Dong, Liu. Oscillatory evolution of collective behavior in evolutionary games played with reinforcement learning. Nonlinear Dynamics (2020): 99(4), 3301-3312.

Si-Ping Zhang, Ji-Qiang Zhang, Zi-Gang Huang*, Bing-Hui Guo, Zhi-Xi Wu and Jue Wang(2019). Collective behavior of artificial intelligence population: transition from optimization to game. Nonlinear Dynamics,95(2), 1627-1637.

Ji-Qiang Zhang, Zi-Gang Huang*, Zhi-Xi Wu, Ri-Qi Su and Ying-Cheng Lai, Controlling herding in minority game systems, Scientific Reports, 2016, 6:20925 (IF：4.25)

Zhang Ji-Qiang, Huang Zi-Gang*, Dong Jia-Qi, Huang Liang and Lai Ying-Cheng, Controlling collective dynamics in complex minority-game resource-allocation systems, Physical Review E, 2013, 87(5): 052808.

Huang Zi-Gang, Zhang Ji-Qiang, Dong Jia-Qi, Huang Liang and Lai Ying-Cheng*.Emergence of grouping in multi-resource minority game dynamics. Scientific reports,2, 703(2012).

联系方式

邮箱：zhangjq13@lzu.edu.cn

主持项目：

国家自然科学基金地区项目（12165014）：多元学习方式下的合作机制探究 38万元

宁夏回族自治区引才专项项目（2021BEB04032）：不同学习机制下演化博弈在复杂网络上宏观协作行为的微观机制探究 10万元