activity
20202026
most citedBoth eyes open: Vigilant Incentives help Regulatory Markets improve AI Safety

4 citations · 9 across the 18 of their papers we have counts for

collaborators

22 papers

cs.GT2026

Cooperation Without Adaptation: LLM Agents in a Collective-Risk Dilemma

Trung-Kiet Huynh, Dao-Sy Duy-Minh, Chi-Nguyen Tran +4

Language-model agents are increasingly deployed to act on behalf of people in settings where individual decisions shape shared outcomes. We examine whether five production models a…

cs.GT2026

Network Topology Shapes AI Intervention Effectiveness on Deception: Truth-Telling vs. Investigative Agents

Zhao Song, Stefan Sarkadi, The Anh Han

Deploying AI agents to combat dishonest communication is an intuitive response to deception in hybrid human-AI societies. However, the efficacy of such interventions in realistic n…

cs.AI2026

When Numbers Start Talking: Numerical Signalling and Strategic Behaviour Among LLMs

Alessio Buscemi, Daniele Proverbio, Alessandro Di Stefano +3

Large language model (LLM)-based agents increasingly operate in multi-agent systems (MAS) characterised by strategic interaction. However, little is known about whether, and to wha…

cs.AI2026

Reputation-driven Cooperation in Lattice-based Decentralized Federated Learning through Evolutionary Game Theory

Phuc Hoang Truong Huynh, Dung Tran Vinh, Khoa Duc Anh Lam +9

Decentralized Federated Learning (DFL) has emerged as an optimal privacy-preserving solution; however, it remains vulnerable to opportunistic behaviors due to the absence of a cent…

cs.AI2026

Humans Are More Diverse: Frontier LLMs Show Extreme Policies in Idealised AI Development Races

Phu Hoa Pham, Duy Minh Dao Sy, Trung Kiet Huynh +9

An AI development race creates a multi-agent safety dilemma. Each company can develop slowly and safely, or move faster while taking a risk that may remove its final reward. We use…

cs.AI2026

Co-evolution of social reward and punishment under institutional interventions

Van An Nguyen, Vuong Khang Huynh, Hoai Thuong Nguyen +14

We investigate how peer and institutional incentives jointly shape the evolution of cooperation, social welfare, and enforcement efficiency in social dilemmas. In a Prisoners Dilem…