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T. Han

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#artificial intelligence Preprint Oct 2026

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

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 what extent, different types of messages affect the outcomes of strategic games. By investigating AI agents based on four popular LLMs, playing...

Alessio Buscemi, Daniele Proverbio, A. Di Stefano et al. · 0 citations
Preprint Aug 2026

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

This work model peer-to-peer (P2P) interactions on a lattice network structure under the assumption of bounded rationality and forms a comprehensive payoff matrix incorporating training costs, communication overhead, and cooperative rewards, while tailoring a strategy update rule that captures spatial propagation dynam...

Phuc Hoang Truong Huynh, Dung Tran Vinh, Khoa Duc Anh Lam et al. · 0 citations
Jul 2026

Falling Behind Drives Unsafe Development in an Idealised AI Race Experiment

Technological races create tension between speed and safety: actors may gain by moving faster than competitors, even when risky development is harmful. This is prominent in debates about artificial intelligence (AI), where competitive pressure is often argued to incentivise riskier, less safety-conscious development. W...

Elias Fernández Domingos, T. Han · 0 citations

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