Agora: Enhancing LLM Agent Reasoning Via Auction-Based Task Allocation

Kaiji Zhou, Ales Leonardis, Yue Feng

Enhancing the reasoning capabilities of large language model (LLM) agents requires effective orchestration of diverse expert models and tools. However, existing frameworks typicall…