I am looking for a textbook/other sources on deep reinforcement learning which explain theory along with good examples. I will be happy for suggestions.
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1For me was "The Art of Reinforcement Learning" by Michael Hu the best book so far. On the other side I found the Sutton and Barto Book extremely hard to digest. By the way, check this link out: https://ai.stackexchange.com/questions/6997/whats-a-good-resource-for-getting-familiar-with-reinforcement-learning?rq=1 – Dave Mar 26 '24 at 10:22
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MARL is not part of this book. – DSPinfinity Mar 26 '24 at 12:14
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1I will often peruse MIT/Stanford for a class on a subject and check the syllabus for what they’re teaching from. – foreverska Mar 26 '24 at 12:42
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@foreverska can you provide any link? – Dave Mar 26 '24 at 14:54
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1@DSPinfinity you never mentioned, that you want MARL . In that case I can only suggest the www.neuralnet.ai Academy realized by Phil Tabor. Hi goes into MARL as well. – Dave Mar 26 '24 at 15:02
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1@Dave A lot of the deep RL classes are short on book recommendations other than S&B and some DL book of choice. But I did find https://www.ji.sjtu.edu.cn/wp-content/uploads/formidable/15/Course-Syllabus-VE693-Fall2021.pdf which says they recommend as reference: "An Introduction to Deep Reinforcement Learning. Foundations and Trends in Machine Learning" – foreverska Mar 26 '24 at 18:26
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@Dave Please, write that as an actual answer. – nbro Mar 27 '24 at 14:52
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1Does this answer your question? What are some online courses for deep reinforcement learning?, What introductory books to reinforcement learning do you know, and how do they approach this topic? or What's a good resource for getting familiar with reinforcement learning?. Your question is not an exact duplicate but maybe those questions already have the answer. – nbro Mar 27 '24 at 14:53
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If not, I recommend you edit your post and state that. And then I'd encourage users to actually provide answers instead of writing comments – nbro Mar 27 '24 at 14:55
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For me was "The Art of Reinforcement Learning" by Michael Hu the best book so far. On the other side I found the Sutton and Barto Book extremely hard to digest. By the way, check this link out.
In case you need MARL or are interested in it, then I suggest the very well academy course made by Phil Tabor www.neuralnet.ai It costs some money but it was (for me) definetely worthly

Dave
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