AgentVerse: exploring emergent behavior in multi-agent collaborations

Researchers including Weize Chen and Chen Qian propose AgentVerse, a multi-agent framework that dynamically adjusts its group composition to act as a system greater than the sum of its parts. Experiments show that groups deployed by the framework outperform a single agent. The authors also examine social behaviors that emerge among agents during collaborative tasks and discuss strategies to leverage positive behaviors and mitigate negative ones. Code is slated for release soon, though no date is given.