…website. There is Julia and Python code companions for the book and lecture slides from both Profs their websites. Also check out their other books, many of which have free PDF's available. I can also recommend Data-Driven science and engineering by Brunton and Kutz. http://databookuw.com/ There used to be a free preprint PDF of the book but I can't find it now. Book is totally worth picking up... MATLAB and Python code available. Steve Brunton's…
我真的很喜欢华盛顿大学的 Steve Brunton 教授在 YouTube 上的控制系统训练营(Control System Bootcamp)系列视频:https://www.youtube.com/watch?v=Pi7l8mMjYVE&list=PLMrJAkhIeN...
适合搭配这些视频看的好书有:
- Joao Hespanha 写的《Linear Systems Theory》(带一些 MATLAB 代码)
- Williams 和 Lawrence 写的《Linear State-Space Control Systems》(带一些 MATLAB 代码)
- Bernard Friedland 写的《Control System Design》(Dover 出版的平装版,只要 20 美元
I really like the Control System Bootcamp videos by Prof. Steve Brunton on youtube: https://www.youtube.com/watch?v=Pi7l8mMjYVE&list=PLMrJAkhIeN...
Good book's to accompany the videos are:
- linear systems theory by Joao Hespanha (has some MATLAB code)
- Linear state-space control systems by Willams and Lawrence (has some MATLAB code)
- Control system design by Bernard Friedland (20 usd dover pap
……除了评论区大家都在提的 3B1B 之外,如果推荐其他 YouTuber,我真的超级喜欢华盛顿大学的 Steve Brunton。我简直不敢相信自己从他的 YouTube 讲解里学到了这么多东西,顺藤摸瓜我还去看了他跟 J. Nathan Kutz 合著的《Data-Driven Science And Engineering》。书写得极好,YouTube 视频也极棒。http://www.databookuw.com/ https://www.youtube.com/channel/UCm5mt-A4w61lknZ9lCsZtBw
…YouTuber besides 3B1B as is mentioned all over the comments, I really really like Steve Brunton at UW. I can't believe how much I've learned from his presentations on YouTube which led me to his book 'Data-Driven Science And Engineering' with J. Nathan Kurtz. Excellent book and excellent YouTube videos. http://www.databookuw.com/ https://www.youtube.com/channel/UCm5mt-A4w61lknZ9lCsZtBw
Steve Brunton 在他的 YouTube 频道上做过一些关于小波(Wavelets)的超棒视频,本来是用来搭配他的《Data Driven Science and Engineering》一书食用的,但我发现单独拿出来看也是极好的学习资料。
Steve Brunton has some amazing videos on Wavelets on his Youtube Channel that are intended to be consumed alongside his book Data Driven Science and Engineering, but I found that they work great as standalone material as well.
《独裁者手册》(The Dictator's Handbook: Why Bad Behavior is Almost Always Good Politics,Bruce Bueno de Mesquita、Alastair Smith 著)《异类:不一样的成功启示录》(Outliers: The Story of Success,Malcolm Gladwell 著)《数据驱动的科学与工程:机器学习、动力系统与控制》(Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control,Steven L. Brunton、J. Nathan Kutz 著)《乌龟也特尔及其他故事》(Yertle the Turtle and Other Stories,苏斯博士 著)《罗拉克斯》(The Lorax,苏斯博士 著)
"The Dictator's Handbook: Why Bad Behavior is Almost Always Good Politics" (Bruce Bueno de Mesquita, Alastair Smith) "Outliers: The Story of Success" (Malcolm Gladwell) "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" (Steven L. Brunton, J. Nathan Kutz) "Yertle the Turtle and Other Stories" (Dr. Seuss) "The Lorax" (Dr. Seuss)
……论文和具体的代码库。先从一本基于 Python 的实用强化学习(RL)书入手,从实际代码演示逐步过渡到理论,这主意可能挺不错的。有一本我很喜欢的有意思的书是 Brunton 和 Kutz 写的《Data-Driven Science and Engineering》:- https://www.databookuw.com/ - https://www.amazon.com/Data-Driven-Science-Engineering-Learn... Steve Brunton 还有一个很牛的 YouTube 频道,专门讲动力系统、控制和……
…papers and specific code bases. Might not be a bad idea to start with a Python-based, practical RL book and move from practical demonstrations towards theory. A interesting book that I really like is Data-Driven Science and Engineering by Brunton and Kutz: - https://www.databookuw.com/ - https://www.amazon.com/Data-Driven-Science-Engineering-Learn... Steve Brunton also has an awesome youtube channel on dynamic systems, control, and…
……网站。两位教授的网站上都有配套该书的 Julia 和 Python 代码,以及讲义课件。也可以去看看他们的其他书,很多都有免费的 PDF。我顺便再推荐一下 Brunton 和 Kutz 写的《Data-Driven Science and Engineering》。http://databookuw.com/ 以前这本书有个免费的预印本 PDF,不过我现在找不到了。这本书绝对值得买……提供 MATLAB 和 Python 代码。Steve Brunton 的……
…website. There is Julia and Python code companions for the book and lecture slides from both Profs their websites. Also check out their other books, many of which have free PDF's available. I can also recommend Data-Driven science and engineering by Brunton and Kutz. http://databookuw.com/ There used to be a free preprint PDF of the book but I can't find it now. Book is totally worth picking up... MATLAB and Python code available. Steve Brunton's…
我真的很喜欢华盛顿大学的 Steve Brunton 教授在 YouTube 上的控制系统训练营(Control System Bootcamp)系列视频:https://www.youtube.com/watch?v=Pi7l8mMjYVE&list=PLMrJAkhIeN... 适合搭配这些视频看的好书有: - Joao Hespanha 写的《Linear Systems Theory》(带一些 MATLAB 代码) - Williams 和 Lawrence 写的《Linear State-Space Control Systems》(带一些 MATLAB 代码) - Bernard Friedland 写的《Control System Design》(Dover 出版的平装版,只要 20 美元
I really like the Control System Bootcamp videos by Prof. Steve Brunton on youtube: https://www.youtube.com/watch?v=Pi7l8mMjYVE&list=PLMrJAkhIeN... Good book's to accompany the videos are: - linear systems theory by Joao Hespanha (has some MATLAB code) - Linear state-space control systems by Willams and Lawrence (has some MATLAB code) - Control system design by Bernard Friedland (20 usd dover pap
……除了评论区大家都在提的 3B1B 之外,如果推荐其他 YouTuber,我真的超级喜欢华盛顿大学的 Steve Brunton。我简直不敢相信自己从他的 YouTube 讲解里学到了这么多东西,顺藤摸瓜我还去看了他跟 J. Nathan Kutz 合著的《Data-Driven Science And Engineering》。书写得极好,YouTube 视频也极棒。http://www.databookuw.com/ https://www.youtube.com/channel/UCm5mt-A4w61lknZ9lCsZtBw
…YouTuber besides 3B1B as is mentioned all over the comments, I really really like Steve Brunton at UW. I can't believe how much I've learned from his presentations on YouTube which led me to his book 'Data-Driven Science And Engineering' with J. Nathan Kurtz. Excellent book and excellent YouTube videos. http://www.databookuw.com/ https://www.youtube.com/channel/UCm5mt-A4w61lknZ9lCsZtBw
Steve Brunton 在他的 YouTube 频道上做过一些关于小波(Wavelets)的超棒视频,本来是用来搭配他的《Data Driven Science and Engineering》一书食用的,但我发现单独拿出来看也是极好的学习资料。
Steve Brunton has some amazing videos on Wavelets on his Youtube Channel that are intended to be consumed alongside his book Data Driven Science and Engineering, but I found that they work great as standalone material as well.
《独裁者手册》(The Dictator's Handbook: Why Bad Behavior is Almost Always Good Politics,Bruce Bueno de Mesquita、Alastair Smith 著)《异类:不一样的成功启示录》(Outliers: The Story of Success,Malcolm Gladwell 著)《数据驱动的科学与工程:机器学习、动力系统与控制》(Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control,Steven L. Brunton、J. Nathan Kutz 著)《乌龟也特尔及其他故事》(Yertle the Turtle and Other Stories,苏斯博士 著)《罗拉克斯》(The Lorax,苏斯博士 著)
"The Dictator's Handbook: Why Bad Behavior is Almost Always Good Politics" (Bruce Bueno de Mesquita, Alastair Smith) "Outliers: The Story of Success" (Malcolm Gladwell) "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" (Steven L. Brunton, J. Nathan Kutz) "Yertle the Turtle and Other Stories" (Dr. Seuss) "The Lorax" (Dr. Seuss)
……论文和具体的代码库。先从一本基于 Python 的实用强化学习(RL)书入手,从实际代码演示逐步过渡到理论,这主意可能挺不错的。有一本我很喜欢的有意思的书是 Brunton 和 Kutz 写的《Data-Driven Science and Engineering》:- https://www.databookuw.com/ - https://www.amazon.com/Data-Driven-Science-Engineering-Learn... Steve Brunton 还有一个很牛的 YouTube 频道,专门讲动力系统、控制和……
…papers and specific code bases. Might not be a bad idea to start with a Python-based, practical RL book and move from practical demonstrations towards theory. A interesting book that I really like is Data-Driven Science and Engineering by Brunton and Kutz: - https://www.databookuw.com/ - https://www.amazon.com/Data-Driven-Science-Engineering-Learn... Steve Brunton also has an awesome youtube channel on dynamic systems, control, and…