Google Dopamine (LIVE)
Skills:
RL Foundations80%
Google recently released a research framework for fast prototyping of reinforcement learning algorithms called "Dopamine". They say that it aims to fill the need for a small, easily grokked codebase in which users can freely experiment with wild ideas (speculative research). In this live stream i'll test it out, try out a few basic reinforcement learning algorithms and compare it to similar frameworks. You can code along with me using CoLab. Get hype!
Code for this video:
https://github.com/llSourcell/Google_Dopamine_LIVE
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https://www.theschool.ai
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Github Syllabus:
https://github.com/llSourcell/Move_37_Syllabus
More learning resources:
https://github.com/google/dopamine
https://ai.googleblog.com/2018/08/introducing-new-framework-for-flexible.html
https://joshgreaves.com/reinforcement-learning/understanding-rl-the-bellman-equations/
https://www.youtube.com/watch?v=N0Ld2iTMaMs
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http://wizards.herokuapp.com/
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