As enterprise AI systems scale to handle complex workflows, practitioners face the challenge of routing subtasks to the right tools and skills. Agents can have hundreds of tools and skills and get ...

Note: Total cost is summed over evaluated episodes. OOD evaluations use held-out task types (ScienceWorld) and held-out subject categories (HLE). †OpenRouter uses a fixed provider-side routing API ...

A graph-based approach to dynamic model selection that achieves 62% cost reduction and 64% latency improvement while preserving 96% quality. This repository contains the complete implementation and ...

Abstract: In this paper, we propose a Cooperative Compliance Control framework for mixed traffic routing, where a Social Planner optimizes vehicle routes for system-wide optimality while a compliance ...

Abstract: Routing is a key stage in current IC design. Due to its hardness in optimization, several machine learning algorithms have been developed recently. But they often suffer from the issues like ...