arXiv cs.CL
· Papers
Agora: Enhancing LLM Agent Reasoning Via Auction-Based Task Allocation
arXiv:2607.09600v1 Announce Type: cross Abstract: Enhancing the reasoning capabilities of large language model (LLM) agents requires effective orchestration of diverse expert models and tools. However, existing frameworks typically call APIs based on coarse-grained matching between tasks and the functions of expert mod