3 papers
cs.MA2026
Evolution of fairness in hybrid populations with specialised AI agents
Zhao Song, Theodor Cimpeanu, Chen Shen +1
Fairness in hybrid societies hinges on a simple choice: should AI be a generous host or a strict gatekeeper? Moving beyond symmetric models, we show that asymmetric social structur…
cs.AI2026
Reputation as a Solution to Cooperation Collapse in LLM-based MASs
Siyue Ren, Wanli Fu, Xinkun Zou +5
Cooperation has long been a fundamental topic in both human society and AI systems. However, recent studies indicate that the collapse of cooperation may emerge in multi-agent syst…
cs.HC2025
Overcoming the Machine Penalty with Imperfectly Fair AI Agents
Zhen Wang, Ruiqi Song, Chen Shen +7
Despite rapid technological progress, effective human-machine cooperation remains a significant challenge. Humans tend to cooperate less with machines than with fellow humans, a ph…