This innovative research proposes the ProAgent framework, designed to enhance coordination among AI agents and between agents and humans. Key insights:

• Integration of large language models for real-time communicative interplay and strategic adaptations.
• Superior performance in simulations and potential applications within varied coordination scenarios.

Why It Matters

ProAgent exemplifies the application of advanced AI techniques to facilitate scalable, effective coordination, crucial for success in many modern AI-driven environments.