EPISODE · Nov 19, 2018 · 10 MIN
AI that Dresses Itself
from Siraj Raval
A team of researchers at Google Brain and Georgia Tech developed an AI that learned how to dress itself using various types of clothing. They demonstrated their technology by presenting a video that shows an animated figure gracefully putting on clothing, and the most interesting part is that it learned how to do this by itself. The technique they used was called Trust Region Policy Optimization and its one of the techniques at the forefront of AI research. I'll admit that this was one of the most difficult papers I've ever read, if not the most difficult. The Differentiable Neural Computer paper would be a close 2nd. Using code, animations, theory, and memes, I'll explain how this algorithm works and demonstrate how we can use it to improve our lives in the areas of gaming, elder-care, and factory automation. Code for this video: https://github.com/llSourcell/AI_Dresses_Itself Please Subscribe! And Like. And comment. Thats what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval More learning resources: https://www.cc.gatech.edu/~aclegg3/projects/learning-dress-synthesizing.pdf https://medium.com/@jonathan_hui/rl-trust-region-policy-optimization-trpo-explained-a6ee04eeeee9 http://178.79.149.207/posts/trpo.html https://www.depthfirstlearning.com/2018/TRPO https://towardsdatascience.com/introduction-to-various-reinforcement-learning-algorithms-part-ii-trpo-ppo-87f2c5919bb9 Join us at School of AI: https://theschool.ai/ Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ Please support me on Patreon: https://www.patreon.com/user?u=3191693 Signup for my newsletter for exciting updates in the field of AI: https://goo.gl/FZzJ5w Hiring? Need a Job? See our job board!: https://www.theschool.ai/jobs/ Need help on a project? See our consulting group: https://www.theschool.ai/consulting-group/
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AI that Dresses Itself
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