matlab状态枚举法代码-POMDP:这是我的研究生研究项目的matlab代码

上传者: 38735887 | 上传时间: 2023-04-09 22:35:54 | 文件大小: 150KB | 文件类型: ZIP
matlab状态枚举法代码聚甲醛 这项工作包含了我硕士的大部分研究项目。 这是为顺序假设检验找到最佳阈值。 顺序假设检验是部分可观察到的马尔可夫决策问题。 在顺序测试中,有两种错误。 当它为真时我们可能会拒绝原假设(也称为漏检),或者在某些替代假设为真时(也称为错误警报)我们可能会接受原假设。 我们做出错误的决定会产生成本,而当我们进行其他观察时会产生成本。 目的是设计一种最佳的停止规则,以最大程度地降低总成本。 我使用了不同的方法来计算最佳阈值,包括Sondik的枚举方法(请参见Method_1_alpha_vector)。 基于离散连续信念状态的值迭代(请参见Method_2_binary_grid); 非凸优化与蒙特卡洛采样和渐近表达相结合(请参见Method_3_MC&asymp); 非凸优化与计算马尔可夫链的吸收概率相结合(请参见Method_4_OS&DS)。 多维置信状态的离散化也包括在内(请参阅多维)。 所有代码均用Matlab m编写。 文件。 我希望这对对这一领域的类似研究感兴趣的任何人有所帮助。

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