Steve Brunton

Reinforcement Learning

Reinforcement Learning: Machine Learning Meets Control Theory

Steve Brunton explains reinforcement learning. Reinforcement learning is a powerful technique at the intersection of machine learning and control theory, and it is inspired by how biological systems learn to interact with their environment. In this video, we provide a high level overview of reinforcement learning, along with leading algorithms and impressive applications.

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Neural Networks

Neural Network Architectures

Steve Brunton describes the wide variety of neural network architectures available to solve various problems in this lecture.  Book website: http://databookuw.com/ Steve Brunton’s website: eigensteve.com

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