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physics.soc-ph2024
Prediction of social dilemmas in networked populations via graph neural networks
Huaiyu Tan, Yikang Lu, Alfonso de Miguel-Arribas +1
Human behavior presents significant challenges for data-driven approaches and machine learning, particularly in modeling the emergent and complex dynamics observed in social dilemm…
physics.soc-ph2024★ 1 cited
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…