Baobao Algorithm Notes
Baobao Algorithm Notes
Jun 30, 2025 · Artificial Intelligence

How End‑to‑End Reinforcement Learning Powers the Kimi‑Researcher AI Agent

The article examines Kimi‑Researcher, an AI research agent built with end‑to‑end reinforcement learning, detailing its technical motivations, advantages over traditional workflow‑based and SFT methods, performance breakthroughs on benchmark exams, and diverse real‑world use cases ranging from literature reviews to legal analysis.

AI AgentEnd-to-End RLKimi Researcher
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How End‑to‑End Reinforcement Learning Powers the Kimi‑Researcher AI Agent