Cheap Talk Stabilizes Strategic Interaction in LLM Agents

Nunzio Lorè, Hongan Zhu, Babak Heydari

Large language models are increasingly deployed as interacting agents, making the persistence of their action policies across repeated interaction critical for reliable multi-agent…