Model Predictive Control
12:13
YouTubeSteve Brunton
Model Predictive Control
This lecture provides an overview of model predictive control (MPC), which is one of the most powerful and general control frameworks. MPC is used extensively in industrial control settings, and can be used with nonlinear systems and systems with constraints on the state or actuation input. Sparse identification of nonlinear dynamics for model ...
349.3K viewsJun 11, 2018
Model Predictive Control Tutorial
A Model Predictive Control Design Tool with Python - Full code explanation
27:25
A Model Predictive Control Design Tool with Python - Full code explanation
YouTubeVDEngineering
10.1K viewsJan 8, 2022
Getting Started with Model Predictive Control Toolbox
4:05
Getting Started with Model Predictive Control Toolbox
YouTubeMATLAB
38.9K viewsSep 11, 2015
Why Use Model Predictive Control? | Understanding MPC, Part 1
4:51
Why Use Model Predictive Control? | Understanding MPC, Part 1
YouTubeMATLAB
277.6K viewsMay 15, 2018
Top videos
Model Predictive Control from Scratch: Derivation and Python Implementation-Optimal Control Tutorial
47:27
Model Predictive Control from Scratch: Derivation and Python Implementation-Optimal Control Tutorial
YouTubeAleksandar Haber PhD
43.9K viewsSep 14, 2023
Model Predictive Control - Part 1: Introduction to MPC (Lasse Peters)
42:18
Model Predictive Control - Part 1: Introduction to MPC (Lasse Peters)
YouTubeCyrill Stachniss
55.3K viewsOct 12, 2021
Understanding Model Predictive Control (MPC) for Beginners (Python Implementation)
11:37
Understanding Model Predictive Control (MPC) for Beginners (Python Implementation)
YouTubeVDEngineering
24.5K viewsJul 23, 2021
Model Predictive Control Applications
Model Predictive Control (MPC) Explained: State-Space Models, Predictions & Optimization Basics
12:10
Model Predictive Control (MPC) Explained: State-Space Models, Predictions & Optimization Basics
YouTubeMohammad alshikh khalil
2.3K views9 months ago
Model Predictive Control (MPC) Tutorial: MATLAB, Python & 3D Visualization with Drake & Meshcat
25:17
Model Predictive Control (MPC) Tutorial: MATLAB, Python & 3D Visualization with Drake & Meshcat
YouTubeMohammad alshikh khalil
363 views5 months ago
Nonlinear Model Predictive Control Design | Understanding MPC, Part 8
18:10
Nonlinear Model Predictive Control Design | Understanding MPC, Part 8
YouTubeMATLAB
37.2K viewsDec 1, 2021
Model Predictive Control from Scratch: Derivation and Python Implementation-Optimal Control Tutorial
47:27
Find in video from 00:14Deriving a Model Predictive Control Algorithm
Model Predictive Control from Scratch: Derivation and Python Im…
43.9K viewsSep 14, 2023
YouTubeAleksandar Haber PhD
Model Predictive Control - Part 1: Introduction to MPC (Lasse Peters)
42:18
Model Predictive Control - Part 1: Introduction to MPC (Lasse Peters)
55.3K viewsOct 12, 2021
YouTubeCyrill Stachniss
Understanding Model Predictive Control (MPC) for Beginners (Python Implementation)
11:37
Understanding Model Predictive Control (MPC) for Beginners (Python Implementation)
24.5K viewsJul 23, 2021
YouTubeVDEngineering
Model Predictive Control (MPC) Explained: State-Space Models, Predictions & Optimization Basics
12:10
Model Predictive Control (MPC) Explained: State-Space Models, Predictions & Optimization Basics
2.3K views9 months ago
YouTubeMohammad alshikh khalil
Introduction to Model Predictive Control
20:50
Introduction to Model Predictive Control
18.6K viewsJan 12, 2021
YouTubeNPTEL-NOC IITM
MPC from Basics to Learning-based Design (1/2)
58:26
Find in video from 24:00Quadratic Programming Algorithms
MPC from Basics to Learning-based Design (1/2)
42.1K viewsMar 23, 2022
YouTubeAlberto Bemporad
Model Predictive Control (MPC) from Scratch - Derivation and C++ Implementation Using Eigen Library
55:09
Find in video from 00:16Overview of Model Predictive Control Algorithm
Model Predictive Control (MPC) from Scratch - Derivation and C+…
14.8K viewsSep 17, 2023
YouTubeAleksandar Haber PhD
4:51
Why Use Model Predictive Control? | Understanding MPC, Part 1
277.6K viewsMay 15, 2018
YouTubeMATLAB
12:49
Find in video from 00:15Course Overview
Course Background: Model Predictive Control
11.6K viewsJan 12, 2021
YouTubeNPTEL-NOC IITM
8:21
9. Model-free approaches and Data-enabled Predictive Control | Data-driven Model Predictive Control
286 views8 months ago
YouTubeData, Control, and Mathematics
20:12
1. Introduction and Preliminaries | Data-driven Model Predictive Control
480 views9 months ago
YouTubeData, Control, and Mathematics
2:30:36
Find in video from 02:48Control System Design
Lecture 6, Spring 2022: Model Predictive Control; Multiagent an…
2.3K viewsFeb 18, 2022
YouTubeDimitri Bertsekas
2:09
ML/DO 7: Model Predictive Control Introduction
1.2K viewsMar 1, 2021
YouTubeAPMonitor.com
1:09:17
Nonlinear Model Predictive Control (MPC) Implementation in MATLAB from Scratch - Part 1
15.4K viewsMay 27, 2024
YouTubeAleksandar Haber PhD
1:30:02
F1Tenth L12 - Model Predictive Control
13.2K viewsMar 17, 2022
YouTubexLAB for Safe Autonomous Systems
1:03:43
Reinforcement Learning, Model Predictive Control, and the Newton Step for Solving Bellman's Equation
8.9K viewsJun 3, 2025
YouTubeDimitri Bertsekas
9:53
Find in video from 01:11Building the Autonomous Steering Control System in Simulink
How to Design a Model Predictive Control Controller with Simulink | …
154.7K viewsSep 17, 2018
YouTubeMATLAB
16:18
Vehicle Path Tracking Using Model Predictive Control
35.5K viewsMar 25, 2022
YouTubeMATLAB
42:49
Model predictive control (theoretical introduction)
4.9K viewsOct 27, 2022
YouTubeMohammad alshikh khalil
53:36
CE 397: Control Theory (2023), Lecture 24: Model-predictive control
177 viewsNov 16, 2023
YouTubeMatt Bartos
17:22
System Identification and MPC Design using a Low-Cost Bi-Copter Hardware
6.9K views11 months ago
YouTubeMATLAB
5:37
Find in video from 03:06Training Neural State Space Model
How to Design Nonlinear MPC with Deep Learning Prediction Model
22.3K viewsNov 28, 2022
YouTubeMATLAB
10:10
Speed Control of Induction Motor Using FOC and Model Predictive Control in MATLAB Simulink
2.1K views8 months ago
YouTubeDr. Abdelrahman Farghly
3:00
Find in video from 01:18Model Free RL Actor Critic MPC Experiments
Actor-Critic Model Predictive Control (ICRA 2024)
12.2K viewsApr 8, 2024
YouTubeUZH Robotics and Perception Group
1:27:26
20 Introduction to Model Predictive control by Prof Sachin C Patwardhan, IIT Bombay
4.5K viewsOct 5, 2016
YouTubeTEQIP IIT Kanpur
1:15:56
Optimal Control (CMU 16-745) 2025 Lecture 10: Convex Model-Predictive Control
2.4K viewsFeb 14, 2025
YouTubeMIT Robotic Exploration Lab
54:31
NMPC 2024 - Model Predictive Control & RL: A Unified Framework Based on Dynamic Programming
1.3K viewsJan 23, 2025
YouTubeIfac YouTube
16:28
An Introduction to Model Predictive Control (MPC)
692 viewsFeb 7, 2022
YouTubeKeerthi Chacko: Control and Optimization
44:27
Model Predictive Control and Reinforcement Learning -L1
332 viewsJun 9, 2025
YouTubeRobotic
See more
Static thumbnail place holder