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    <title>Long-Horizon on Frontier LLM Notes</title>
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      <title>Agentic RL 3: From Tokens to Trajectories, Long-Horizon Reinforcement Learning</title>
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      <description>What is after GRPO? Advanced long-horizon agentic reinforcement learning. (DAPO, GSPO, SAO, FlashREINFORCE, more advanced training recipes.)</description>
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