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If you're looking for a great lecture course, I highly recommend CS 294. It's taught by Sergey Levine, who is in my opinion one of the foundational researchers
by lawrenceyan 8y ago
If you're looking for a great lecture course, I highly recommend CS 294. It's taught by Sergey Levine, who is in my opinion one of the foundational researchers at the frontier of deep reinforcement learning, and provides a comprehensive overview on the current state of the art:
http://rail.eecs.berkeley.edu/deeprlcourse/ http://rail.eecs.berkeley.edu/deeprlcourse/
- najarvg 8y agoI took the time to look through two of the lectures from the slides available. This is so inspirational. Thanks a lot!
- lawrenceyan 8y agoA link to all the lecture videos for Fall 2018 is available here if you'd like to listen to the actual recordings: https://www.youtube.com/watch?v=opaBjK4TfLc&list=PLkFD6_40KJIxJMR-j5A1mkxK26gh_qg37&index=25 https://www.youtube.com/watch?v=opaBjK4TfLc&list=PLkFD6_40KJ...
- abdelm 8y agoAny idea how it compares to the UCL course taught by researchers from DeepMind? http://www.cs.ucl.ac.uk/syllabus/compgi/compgi22_advanced_deep_learning_and_reinforcement_learning/ http://www.cs.ucl.ac.uk/syllabus/compgi/compgi22_advanced_de...
- lawrenceyan 8y agoThe Berkeley course is completely open source with all the lectures, homework problem sets, and exams publicly available on the site. Besides getting a grade, everything is available to you. Unfortunately I'm not sure about how the UCL course compares as it seems like the materials are closed to non-UCL students. If you have access though, I'm sure there's lots to learn by taking the course!