HARBOR: Exploring Persona Dynamics in Multi-Agent Competition

Kenan Jiang, Li Xiong, Fei Liu

We investigate factors contributing to LLM agents' success in competitive multi-agent environments, using auctions as a testbed where agents bid to maximize profit. The agents are…