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点击上方“Deephub Imba”,关注公众号,好文章不错过 !当前主流 AI 智能体框架有一个共同的局限：智能体只能按预设逻辑执行任务，无法从运行时反馈中持续学习。模型权重是静态的，提示词需要人工迭代，整个系统缺乏自我优化的闭环。Agent Lightning ...

点击上方“Deephub Imba”,关注公众号,好文章不错过 !这篇文章从头实现 LLM-JEPA: Large Language Models Meet Joint Embedding Predictive Architectures。需要说明的是，这里写的是一个简洁的最小化训练脚本，目标是了解 JEPA 的本质：对同一文本创建两个视图，预测被遮蔽片段的嵌入，用表示对齐损失来训练。本文的目标是 ...

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To perform the simulation with our world agent and historical data, we extend ABIDES, an open-source agent-based interactive Python tool. To foster collaboration and help the research community we ...

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Personal Independence Payment (PIP) is a financial aid designed to assist people over 16 and below State Pension age who are grappling with the extra costs of more than 500 health issues or disabling ...