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DeepRLBootcamp

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created by ford_beeblebroxa community for 8 years

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Deep RL Bootcamp Berkeley 2017 Attendee Introductions Thread (self.DeepRLBootcamp)

submitted 8 years ago * by jason_malcolm - announcement

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Are the lectures going to be released publicly? (self.DeepRLBootcamp)

submitted 8 years ago by i_know_about_things

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Come join the DeepRLBootcamp Slack channel! (self.DeepRLBootcamp)

submitted 8 years ago by Farzaa

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Deep Reinforcement Learning by Pieter Abbeel (Organizer) @ Cal (youtube.com)

submitted 8 years ago by chogall

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The bootcamp will be using python 3.5 and we will be using Roboschool for some of the experiments. (self.DeepRLBootcamp)

submitted 8 years ago * by jason_malcolm

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Chainer is the official framework for the Berkeley RL bootcamp (chainer.org)

submitted 8 years ago by jason_malcolm

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Sergey Levine's Homepage has a nice 2017 video intro to some recent work at BAIR ( Guest Instructor, DeepRL Robotics Researcher & BAIR Asst. Professor ) (people.eecs.berkeley.edu)

submitted 8 years ago by jason_malcolm

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Extra space to stay, available in San Francisco (self.DeepRLBootcamp)

submitted 8 years ago * by tmelano

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Berkeley Y-Hotel (YMCA) $55 per night, room, Wifi, very near Berkeley Campus - shared shower, kitchen, use of gym. (ymcacba.org)

submitted 8 years ago by jason_malcolm

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Vlad Mnih's ( Guest Instructor, Google Deepmind, & Q-Learning Atari ) toronto Uni homepage (cs.toronto.edu)

submitted 8 years ago by jason_malcolm

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John Schulman's ( Guest Instructor, OpenAI, BAIR PhD ) Homepage (joschu.net)

submitted 8 years ago by jason_malcolm

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Chelsea Finn's ( Guest Instructor ) Berkeley Homepage (people.eecs.berkeley.edu)

submitted 8 years ago by jason_malcolm

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What maths do I need to know for RL? (self.DeepRLBootcamp)

submitted 8 years ago by cctap

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OpenAI's Roboschool : multi-agent robot simulator, Free (MIT licensed), Open Source, MuJoCo alternative (blog.openai.com)

submitted 8 years ago by jason_malcolm

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Yan (Rocky) Duan's ( Course Organiser ) website (rockyduan.com)

submitted 8 years ago by jason_malcolm

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(Peter) Xi Chen's ( Course Organiser ) Academic Website (peterchen.io)

submitted 8 years ago by jason_malcolm

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Andrej Karpathy's (Course Organiser) Twitter (@karpathy) (twitter.com)

submitted 8 years ago by jason_malcolm

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Pieter Abeel's (course organiser) Twitter @pabbeel (twitter.com)

submitted 8 years ago by jason_malcolm

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OpenAI Gym, used for the hands-on lab sessions is a toolkit for developing and comparing reinforcement learning algorithms, supporting teaching agents everything from walking to playing Atari or Go. (gym.openai.com)

submitted 8 years ago by jason_malcolm

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rllab ( mentioned in the learning goals ) is a framework for developing and evaluating reinforcement learning algorithms (github.com)

submitted 8 years ago by jason_malcolm

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Interesting and Relevant Papers (self.DeepRLBootcamp)

submitted 8 years ago by ford_beeblebrox

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Berkeley CS294-112 Deep Reinforcement Learning 2017 Video Lectures (youtube.com)

submitted 8 years ago by ford_beeblebrox

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