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The initial depth-3 implementation was a disaster: move 3 took 30 seconds in complex positions, hitting the UCI timeout. Games ended with “illegal move: 0000” (the timeout fallback). The agent spent over 30 turns debugging (fixing alpha-beta cutoffs (the TeX idiom for = is \ifnum X
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Dickens将此核心不匹配问题描述为无状态与有状态之间的矛盾。大多数企业智能体框架将记忆存储为过往交互的扁平列表，这意味着智能体本质上处于无状态，而它们查询的数据库却是有状态的。两者之间的滞后正是导致决策出错的原因。
In particular, MMP uses three bits instead of four to specify a register, along with a shortened
机械臂运控算法工程师（运动控制算法｜本科及以上｜20-40K）