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Can anyone recommend some less opinionated introductory resources to learn reinforcement learning that focus on first principles?
by mementomori 6y ago
Can anyone recommend some less opinionated introductory resources to learn reinforcement learning that focus on first principles?
- blahblahblah10 6y agoI would highly recommend Sergey Levine's course: http://rail.eecs.berkeley.edu/deeprlcourse/ http://rail.eecs.berkeley.edu/deeprlcourse/ For a more mathematical treatment, there's a beautiful book by Puterman: https://www.amazon.com/Markov-Decision-Processes-Stochastic-Programming-dp-0471727822/dp/0471727822/ref=mt_other?_encoding=UTF8&me=&qid= https://www.amazon.com/Markov-Decision-Processes-Stochastic-...
- ampdepolymerase 6y agoI recommend Sutton and Barto http://www.incompleteideas.net/book/the-book-2nd.html http://www.incompleteideas.net/book/the-book-2nd.html