Steve Brunton

Q-Learning: Model Free Reinforcement Learning and Temporal Difference Learning

Q-Learning: Model Free Reinforcement Learning and Temporal Difference Learning Steve Brunton 40K 132,799 3 года назад

Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later!

Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later! Steve Brunton 25K 84,011 3 года назад

Dynamic Mode Decomposition (Overview)

Dynamic Mode Decomposition (Overview) Steve Brunton 30K 99,822 7 лет назад

New Book!!! Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control

New Book!!! Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control Steve Brunton 21K 70,485 2 года назад

Physics Informed Machine Learning: High Level Overview of AI and ML in Science and Engineering

Physics Informed Machine Learning: High Level Overview of AI and ML in Science and Engineering Steve Brunton 85K 283,132 1 год назад

Reinforcement Learning: Machine Learning Meets Control Theory

Reinforcement Learning: Machine Learning Meets Control Theory Steve Brunton 98K 325,297 4 года назад

Neural Network Architectures & Deep Learning

Neural Network Architectures & Deep Learning Steve Brunton 249K 829,409 6 лет назад

Residual Networks (ResNet) [Physics Informed Machine Learning]

Residual Networks (ResNet) [Physics Informed Machine Learning] Steve Brunton 16K 54,956 1 год назад

Wavelets and Multiresolution Analysis

Wavelets and Multiresolution Analysis Steve Brunton 48K 159,204 5 лет назад

Linear Systems of Equations, Least Squares Regression, Pseudoinverse

Linear Systems of Equations, Least Squares Regression, Pseudoinverse Steve Brunton 32K 105,570 5 лет назад

The Laplace Transform: A Generalized Fourier Transform

The Laplace Transform: A Generalized Fourier Transform Steve Brunton 100K 332,162 4 года назад

Fourier Analysis: Overview

Fourier Analysis: Overview Steve Brunton 95K 315,008 5 лет назад

Reinforcement Learning Series: Overview of Methods

Reinforcement Learning Series: Overview of Methods Steve Brunton 40K 132,329 3 года назад

Image Compression and the FFT

Image Compression and the FFT Steve Brunton 16K 54,410 5 лет назад

Turbulence: Reynolds Averaged Navier-Stokes (Part 1, Mass Continuity Equation)

Turbulence: Reynolds Averaged Navier-Stokes (Part 1, Mass Continuity Equation) Steve Brunton 22K 73,608 4 года назад

AI/ML+Physics Part 1: Choosing what to model [Physics Informed Machine Learning]

AI/ML+Physics Part 1: Choosing what to model [Physics Informed Machine Learning] Steve Brunton 30K 99,847 1 год назад

Types of Machine Learning 2

Types of Machine Learning 2 Steve Brunton 14K 46,826 6 лет назад

Machine Learning for Computational Fluid Dynamics

Machine Learning for Computational Fluid Dynamics Steve Brunton 34K 111,759 3 года назад

Machine Learning Control: Overview

Machine Learning Control: Overview Steve Brunton 16K 52,820 7 лет назад

The Anatomy of a Dynamical System

The Anatomy of a Dynamical System Steve Brunton 30K 100,034 3 года назад

Steve Brunton. Смотреть видео: Q Learning Model Free Reinforcement Learning And Temporal Difference Learning, Sparse Identification Of Nonlinear Dynamics SINDy Sparse Machine Learning Models 5 Years Later, Dynamic Mode Decomposition Overview, New Book Data Driven Science And Engineering Machine Learning Dynamical Systems And Control.