Communication Game

Communication games, which involve agents collaborating or competing through language and other modalities, are a burgeoning area of research focusing on how artificial intelligence agents develop and utilize communication strategies. Current studies leverage large language models (LLMs) and reinforcement learning algorithms, often within frameworks of self-play or multi-agent interactions, to investigate emergent communication protocols and evaluate LLM capabilities in complex, goal-oriented scenarios. These investigations are significant for advancing our understanding of both human and artificial communication, with potential applications in human-AI collaboration, improved LLM design, and the development of more robust and interpretable AI systems.