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Engineering
Control Theory

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Simons Institute
Exact Minimum Number of Bits to Stabilize a Linear System

Explore the mathematical foundations of stabilizing linear systems, focusing on the precise minimum number of bits required for effective control and decision-making in real-time scenarios.
- YouTube
- 40 minutes
- On-Demand
- Free Video
Institute for Advanced Study
The Non-Stochastic Control Problem - Elad Hazan

Explore advanced control theory for linear dynamical systems, covering adversarial noise, general loss functions, unknown systems, and partial observation in robotics, finance, and engineering.
- YouTube
- 58 minutes
- On-Demand
- Free Video
Imperial College London
Making Decisions with Known Unknowns - Professor Eric Kerrigan's Inaugural Lecture

Explore decision-making under uncertainty, covering aerodynamics, electrical engineering, and energy systems. Learn optimization techniques for real-world problem-solving.
- YouTube
- 1 hour 9 minutes
- On-Demand
- Free Video
JuliaHub
System Identification for Model-Predictive Control Using JuliaSim

Discover how to estimate linear state-space models from experimental data and design MPC controllers using JuliaSim's system identification capabilities for enhanced control system development.
- YouTube
- 20 minutes
- On-Demand
- Free Video
Steve Brunton
Reinforcement Learning - Machine Learning Meets Control Theory

Explore reinforcement learning's intersection with control theory, covering key concepts, algorithms, and applications in this comprehensive overview of machine learning's powerful technique.
- YouTube
- 26 minutes
- On-Demand
- Free Video
Fields Institute
Tame Phenomena Over the Real Field - Graduate Course Lecture 1

Explore fundamental concepts of tame control theory, focusing on real field applications and advanced mathematical principles in this graduate-level lecture.
- YouTube
- 46 minutes
- On-Demand
- Free Video
ICTP Mathematics
Simultaneous Control of Ensembles of Dynamical Systems

Control strategies for managing multiple dynamic systems simultaneously, focusing on mathematical approaches and applications in various fields.
- YouTube
- 57 minutes
- On-Demand
- Free Video
Hausdorff Center for Mathematics
Sufficient Geometric Conditions for the Null-Controllability of Evolution

Explore geometric conditions for null-controllability in evolution equations with Gelfand-Shilov smoothing, including uncertainty principles and applications to fractional harmonic oscillators.
- YouTube
- 54 minutes
- On-Demand
- Free Video
Paul G. Allen School
Linear Quadratic Control and Online Learning - 2019 ADSI Summer Workshop

Explore linear quadratic control and online learning with Yishay Mansour. Gain insights into algorithmic foundations of learning and control in this comprehensive workshop presentation.
- YouTube
- 49 minutes
- On-Demand
- Free Video
Paul G. Allen School
An Online Learning Approach to Model Predictive Control - 2019 ADSI Summer Workshop

Explore online learning approaches to Model Predictive Control with Byron Boots, focusing on algorithmic foundations and innovative applications in learning and control systems.
- YouTube
- 47 minutes
- On-Demand
- Free Video
International Mathematical Union
Reachable States for Infinite Dimensional Linear Systems - Old and New

Explore reachable states in infinite dimensional linear systems, examining both established concepts and recent developments in mathematical control theory.
- YouTube
- 47 minutes
- On-Demand
- Free Video
ICTP Mathematics
Stabilization of Nonlinear Systems by Oscillating Controls with Application

Explore nonlinear system stabilization using oscillating controls, with applications in nonholonomic and fluid dynamics. Covers control design, Lie brackets, and energy cascades.
- YouTube
- 1 hour
- On-Demand
- Free Video
Fields Institute
Tame Phenomena Over the Real Field - Lecture 6

Explore control theory concepts including flows, log spirals, limit cycles, and restricted analytic functions in this advanced graduate-level lecture on tame phenomena.
- YouTube
- 56 minutes
- On-Demand
- Free Video
Paul G. Allen School
2019 ADSI Summer Workshop- Algorithmic Foundations of Learning and Control, Yinyu Ye

Explore advancements in online linear programming and learning, focusing on resource allocation, competitive ratios, and dynamic learning applications in control systems.
- YouTube
- 46 minutes
- On-Demand
- Free Video
GERAD Research Center
Sensitivity-Based Design Methods for Improved Control Performance

Explore sensitivity-based design methods for improved control performance in unstable and invertible plants, focusing on fast robust control and multivariable systems.
- YouTube
- 42 minutes
- On-Demand
- Free Video

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