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Updated: May 24, 2025

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MIXRTs:通过混合循环软决策树来实现可解释的多代理强化学习

Zichuan Liu, Yuanyang Zhu, Zhi Wang

    IEEE transactions on pattern analysis and machine intelligence
    |March 3, 2025
    PubMed
    概括

    我们介绍了MIXing Recurrent软决策树 (MIXRTs),这是一个用于多代理强化学习 (MARL) 的新可解释架构. 混合RT提供了明确的决策解释和强大的性能,弥合了可解释性和有效性之间的差距.

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