Deep Reinforcement Learning: Neural Networks for Learning Control Laws

Deep learning is enabling tremendous breakthroughs in the power of reinforcement learning for control. From games, like chess and alpha Go, to robotic syste...

Deep Reinforcement Learning: Neural Networks for Learning Control Laws
Steve Brunton
159.7K views • Feb 19, 2021
Deep Reinforcement Learning: Neural Networks for Learning Control Laws

About this video

Deep learning is enabling tremendous breakthroughs in the power of reinforcement learning for control. From games, like chess and alpha Go, to robotic systems, deep neural networks are providing a powerful and flexible representation framework that fits naturally with reinforcement learning. In this video, we provide an overview of developments in deep reinforcement learning, along with leading algorithms and impressive applications.

Citable link for this video: https://doi.org/10.52843/cassyni.9tngmc

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This video was produced at the University of Washington

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159.7K

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21:15

Published

Feb 19, 2021

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