《近似动态规划》封面

近似动态规划

Approximate dynamic programming

Warren B. Powell · 初版 2011 年

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Hacker News 上怎么说

  • ……Martin Puterman 写的。数学味挺浓的,适合研究生阶段学习。另一个替代选择是 Dimitri Bersekas 写的一本同样极棒的书《Dynamic Programming and Optimal Control》。门槛低一点的书则是 Warren Powell 写的《Approximate Dynamic Programming》。我不确定你知不知道什么是 Markov chain?非常粗略地讲,任何会改变自身数值(有时被称为“状态”)并跳到一个新值的这种数据,就是一个 Markov chain。……

    …Martin Puterman". It's fairly mathematical and is for grad-level learning. An alternative is another superb book "Dynamic Programming and Optimal Control" by Dimitri Bersekas. A more accessible book is "Approximate Dynamic Programming" by Warren Powell. I'm not sure if you know what a Markov chain is? Very roughly, any kind of data which changes its value (sometimes referred to as "state") and jumps to a new value is a Markov chain.…

  • ……找对问题,但真要调得好用,可能更像是一门玄学而不是科学。如果谁有关于这方面的阅读资料推荐,我不胜感激!我之前读过关于“approximate dynamic programming”技术的文章,比如 [1] [1] http://castlelab.princeton.edu/Papers/Powell-NRLWhat%20you%2...

    …right problem, but getting it to work well might be more of an art than a science. If anyone has any pointers to reading about this kind of thing, I'd be most grateful! I have previously read about "approximate dynamic programming" techniques, e.g. [1] [1] http://castlelab.princeton.edu/Papers/Powell-NRLWhat%20you%2...

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