MADRL多智能体价值分解网络(VDN)算法

上传者: 51399582 | 上传时间: 2025-04-19 11:21:59 | 文件大小: 26KB | 文件类型: ZIP
【MADRL】多智能体价值分解网络(VDN)算法 ===================================================================== 资源包含VDN、QMIX算法的项目代码 ===================================================================== 多智能体强化学习(MARL, Multi-Agent Reinforcement Learning)中,一个关键挑战是如何在多个智能体的协作环境下学习有效的策略。价值分解网络(VDN, Value Decomposition Network)是解决这一问题的一种重要方法,特别是在 集中训练,分散执行(CTDE, Centralized Training and Decentralized Execution)框架中,VDN提供了一种分解联合价值函数的策略,使得多个智能体可以高效协作并学习。

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