TROPIC 论文提出热带强化学习算法

1. 12:00
   arXiv · Artificial Intelligence

   Tropical Reinforcement Learning：用热带半环改进大语言模型的组合推理

   论文提出 Tropical Reinforcement Learning，把传统期望回报中对成功轨迹概率求和改为取最大值（热带半环），让状态价值等于最可能已验证解的对数概率并保留可重放路径，从而支持跨 rollout 的前缀与后缀组合。

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