الباحثون

Furu Wei

المنشورات 2

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Agensh: Scaling Organizational Intelligence to 1,024 Agents

Zhihao Zhan, Ting Song, Li Dong وآخرون · 2026

A multi-agent system can reduce latency on complex tasks by executing work concurrently. Several pioneering harness frameworks support multi-agent systems. However, the scalability of current multi-agent harnesses is often constrained by a central orchestrator's capacity to allocate tasks and coordinate workers. To add …

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Learning to Coach for Experiential Learning

Guanheng Chen, Tianzhu Ye, Li Dong وآخرون · 2026

Language models can learn from experience, but raw solution trajectories are often too long and noisy to provide effective guidance. In this work, we propose Learning to Coach (L2C), a framework that trains a dedicated LLM-as-a-Coach to extract actionable experiential knowledge from an actor model's previous trajectory …

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