Sparse Identification of Nonlinear Dynamics for Model Predictive Control Published 2018-06-10 Download video MP4 360p Recommendations 10:05 Machine Learning Control: Overview 12:13 Model Predictive Control 08:25 System Identification: Sparse Nonlinear Models with Control 10:33 PID vs. Other Control Methods: What's the Best Choice 26:44 Sparse Identification of Nonlinear Dynamics (SINDy) 16:08 Everything You Need to Know About Control Theory 06:24 L3.3 Introduction to Model Predictive Control (MPC) - regulation 24:06 Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later! 42:18 Model Predictive Control - Part 1: Introduction to MPC (Lasse Peters) 1:30:02 F1Tenth L12 - Model Predictive Control 11:10 CIA Spy : “I Don’t Want To Live In The USA When THIS Happens 2030…” | Andrew Bustamante 24:31 Data-Driven Control: Overview 58:26 MPC from Basics to Learning-based Design (1/2) 47:27 Model Predictive Control from Scratch: Derivation and Python Implementation-Optimal Control Tutorial 16:15 What Is System Identification? | System Identification, Part 1 17:13 L3.4 - Introduction to Model Predictive Control (MPC) - reference tracking 05:37 How to Design Nonlinear MPC with Deep Learning Prediction Model Similar videos 27:13 Inferring biological networks by sparse identification of nonlinear dynamics 18:28 Sparse Nonlinear Dynamics Models with SINDy, Part 5: The Optimization Algorithms 27:17 Sparse Nonlinear Dynamics Models with SINDy, Part 4: The Library of Candidate Nonlinearities 12:09 Robust Model Discovery with Ensemble Learning and SINDy (applications to active learning & control) 19:40 Sparse Nonlinear Dynamics Models with SINDy, Part 3: Effective Coordinates for Parsimonious Models 12:44 PySINDy tutorial 1: overview of PySINDy for sparse system identification 07:44 PySINDy tutorial 4: robust sparse system identification by ensembling 10:19 System Identification: Full-State Models with Control 38:28 Sparse Nonlinear Models for Fluid Dynamics with Machine Learning and Optimization More results