41 citations · 201 across the 31 of their papers we have counts for
17 papers · 1 filter
Evolution of cooperation with Q-learning: how much information do we need?
Yile Ku, Xin Ou, Jiqiang Zhang +3
Cooperation is ubiquitous in both natural and human societies, yet its evolutionary basis remains a major challenge. A long-standing puzzle is whether having more information leads…
Emergence of cooperation: A reputation-modulated reinforcement learning
Chenyang Zhao, Jiqiang Zhang, Li Chen +1
Reputation is widely recognized as a key mechanism for sustaining cooperation. However, most existing game-theoretic models treat reputation primarily as an external factor that mo…
The effect of role-based resource allocation on epidemic dynamics
Hao-Xiang Jiang, Chao-Ran Cai, Ji-Qiang Zhang +1
We propose a coupled dynamical model of resource allocation and epidemic spread, inspired by the hierarchical structure of real-world therapeutic resource allocation. In this frame…
Cooperation in Public Goods Games: Leveraging Other-Regarding Reinforcement Learning on Hypergraphs
Bo-Ying Li, Zhen-Na Zhang, Guo-Zhong Zheng +3
Cooperation as a self-organized collective behavior plays a significant role in the evolution of ecosystems and human society. Reinforcement learning (RL) offers a new perspective,…
The universality of physical images at relative timescales on multiplex networks
Xin Chang, Chao-Ran Cai, Ji-Qiang Zhang +1
The duration of the accumulation rate (physical image) is a key factor in analysis of counterintuitive phenomena involving relative timescales on multiplex networks. Typically, the…
Emergence of anti-coordinated patterns in snowdrift game by reinforcement learning
Zhen-Wei Ding, Ji-Qiang Zhang, Guo-Zhong Zheng +4
Patterns by self-organization in nature have garnered significant interest in a range of disciplines due to their intriguing structures. In the context of the snowdrift game (SDG),…
Optimal coordination of resources: A solution from reinforcement learning
Guozhong Zheng, Weiran Cai, Guanxiao Qi +2
Efficient allocation is important in nature and human society, where individuals frequently compete for limited resources. The Minority Game (MG) is perhaps the simplest toy model…
Emergence of Cooperation in Two-agent Repeated Games with Reinforcement Learning
Zhen-Wei Ding, Guo-Zhong Zheng, Chao-Ran Cai +4
Cooperation is the foundation of ecosystems and the human society, and the reinforcement learning provides crucial insight into the mechanism for its emergence. However, most previ…
A Generative Hypergraph Model for Double Heterogeneity
Zhao Li, Jing Zhang, Jiqiang Zhang +3
While network science has become an indispensable tool for studying complex systems, the conventional use of pairwise links often shows limitations in describing high-order interac…
Emergence of cooperation in a population with bimodal response behaviors
Lin Ma, Jiqiang Zhang, Guozhong Zheng +2
We human beings show remarkable adaptability in response to complex surroundings, we adopt different behavioral modes at different occasions, such response multimodality is critica…
Pinning control of social fairness in the Ultimatum game
Guozhong Zheng, Jiqiang Zhang, Zhenwei Ding +2
Decent social fairness is highly desired both for socio-economic activities and individuals, as it is one of the cornerstones of our social welfare and sustainability. How to effec…
Dynamical reciprocity in interacting games: numerical results and mechanism analysis
Rizhou Liang, Qinqin Wang, Jiqiang Zhang +3
We study the evolution of two mutually interacting games with both pairwise games as well as the public goods game on different topologies. On 2d square lattices, we reveal that th…
Emergent route towards cooperation in interacting games: the dynamical reciprocity
Qinqin Wang, Rizhou Liang, Jiqiang Zhang +3
The success of modern civilization is built upon widespread cooperation in human society, deciphering the mechanisms behind has being a major goal for centuries. A crucial fact is,…
Social hierarchy promotes the cooperation prevalence
Rizhou Liang, Jiqiang Zhang, Guozhong Zheng +1
Social hierarchy is important that can not be ignored in human socioeconomic activities and in the animal world. Here we incorporate this factor into the evolutionary game to see w…
Oscillatory evolution of collective behavior in evolutionary games played with reinforcement learning
Si-Ping Zhang, Ji-Qiang Zhang, Li Chen +1
Large-scale cooperation underpins the evolution of ecosystems and the human society, and the collective behaviors by self-organization of multi-agent systems are the key for unders…
Controlling herding in minority game systems
Ji-Qiang Zhang, Zi-Gang Huang, Zhi-Xi Wu +2
Resource allocation takes place in various types of real-world complex systems such as urban traf- fic, social services institutions, economical and ecosystems. Mathematically, the…
Controlling collective dynamics in complex, minority-game resource-allocation systems
Ji-Qiang Zhang, Zi-Gang Huang, Liang Huang +2
Resource allocation takes place in various kinds of real-world complex systems, such as the traffic systems, social services institutions or organizations, or even the ecosystems.…