2 papers
cs.AI2026
Cost-Awareness in Tree-Search LLM Planning: A Systematic Study
Zihao Zhang, Hui Wei, Kenan Jiang +3
Planning under resource constraints is central to real-world decision making, yet most large language model (LLM) planners assume uniform action costs. We systematically analyze wh…
cs.MA2025
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…