13 citations · 23 across the 5 of their papers we have counts for
5 papers
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…
Dual Reinforcement Learning Synergy in Resource Allocation: Emergence of Self-Organized Momentum Strategy
Zhen-Na Zhang, Guo-Zhong Zhen, Li Chen +4
In natural ecosystems and human societies, self-organized resource allocation and policy synergy are ubiquitous and significant. This work focuses on the synergy between Dual Reinf…
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),…