109 citations · 222 across the 12 of their papers we have counts for
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math-ph2026
Tripartite System Dynamics of Cooperation Ecological Resources and Adaptive Regulation
Linjie Liu, Yike Li, Shijia Hua
To address commons dilemmas under costly social cooperation, this paper develops a tripartite coevolutionary system that integrates social behavior, ecological resource dynamics, a…
math-ph2026
Proactive Incentive Regulation in Multi-Agent Systems with Environmental Feedback
Xinyang Cao, Shijia Hua, Linjie Liu
In environmental feedback systems, self-interested behaviors of rational agents often undermine cooperation and environmental sustainability. Although punitive incentive mechanisms…
math-ph2026
Payoffs and perception mediate environmental feedback in an N-player trust game with Q-learning
Ruqiang Guo, Zhaoyi Hu, Fangfang Wang +1
Trust develops through learning, while collective behavior can alter the environment in which later decisions are made. Reinforcement-learning models describe adaptation, and eco-e…