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Chevolier 's Collections
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Reasoning

updated 2 days ago
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  • Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

    Paper • 2509.07980 • Published Sep 9 • 101

  • Tree Search for LLM Agent Reinforcement Learning

    Paper • 2509.21240 • Published Sep 25 • 87

  • Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

    Paper • 2512.01374 • Published 10 days ago • 83

  • How Far Are We from Genuinely Useful Deep Research Agents?

    Paper • 2512.01948 • Published 9 days ago • 52

  • On GRPO Collapse in Search-R1: The Lazy Likelihood-Displacement Death Spiral

    Paper • 2512.04220 • Published 7 days ago • 11
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