4 citations · 5 across the 4 of their papers we have counts for
4 papers
Modulating biodiversity through higher-order interactions and intraspecific competition in rock-paper-scissors dynamics
Chunpeng Du, Haoshu Wang, Yikang Lu +2
Understanding the mechanisms that govern species coexistence and biodiversity represents a fundamental challenge in ecology. This study extends the classic rock-paper-scissors mode…
Shaping the learning signal in a combined Q-learning rule to improve structured cooperation
Chunpeng Du, Zongyang Li, Yali Zhang +2
Q-learning provides a standard reinforcement learning framework for studying cooperation by specifying how agents update action values from repeated local interactions outcomes. Al…
Edge-based reputation promotes cooperation in simplicial complexes
Chunpeng Du, Fei Fang, Alfonso de Miguel-Arribas +4
Understanding how cooperation emerges and persists is a central challenge in the evolutionary dynamics of social and biological systems. Most prior studies have examined cooperatio…
Generative Agent-Based Models for Complex Systems Research: a review
Yikang Lu, Alberto Aleta, Chunpeng Du +2
The advent of Large Language Models (LLMs) has significantly transformed the fields of natural and social sciences. Generative Agent-Based Models (GABMs), which utilize large langu…