Title: Uno-Orchestra: Parsimonious Agent Routing via Selective Delegation

Source: http://arxiv.org/abs/2605.05007v1

Summary:

This paper introduces a novel orchestration policy that jointly optimizes task decomposition and agent routing, establishing a new frontier for efficiency and accuracy in multi-agent systems. It moves beyond rigid workflows by learning selective delegation from RL trajectories to achieve high performance at an order of magnitude lower cost.