Outline 00:00 - Intro 02:55 - Brachistochrone problem 20:52 - Beginning of the calculus of variations 32:00 - Principle of least action 42:37 - Maximum principle 1:02:35 - Dynamic programming 1:11:12 - Linear quadratic control 1:16:37 - Beyond optimal control: games, nonsmooth analysis, MPC, RL 1:28:40 - Outro Links 300 years of optimal control: https://tinyurl.com/2s3t8se4 Brachistochrone: https://tinyurl.com/mwmv38ew Acta Eruditorum, 1696: https://tinyurl.com/55yf5v49 Acta Eruditorum, 1697:...
Erschienen: 16.02.2026
Dauer: 01:31:52
Weitere Informationen zur Episode "ep41 - A minimal history of optimal control"
Outline 00:00 - Intro 03:18 - Early days: why control, M. Athans, and IDSS 12:21 - What is gain scheduling? 33:37 - Paradigm shifts & the ‘90s: Minnesota → Texas → LA 42:19 - Robustness & fundamental limitations of nonlinear systems 57:35 - Set-valued control & estimation 01:04:52 - Game theory & multi-agent control 01:28:18 - Learning & dissipativity in games & multi agent AI 01:45:03 - KAUST: building something new 01:53:33 - On human-algorithmic interaction 01:59:...
Erschienen: 15.01.2026
Dauer: 02:11:12
Outline 00:00 - Intro 05:01 - Female Influencers in Control — The Backstory 08:08 - Sofya Kovalevskaya 15:21 - Irmgard Lotz 26:16 - A new wave of control influencers 34:26 - Some data 43:38 - What can one do? 1:00:10 - Exhibition + survey 1:05:21 - Outro Links Female influencers in control project: https://tinyurl.com/mv879ahf Charlotta Johnsson: https://tinyurl.com/343esbeu Eva Westin: https://tinyurl.com/3p6fd5n8 Margret Bauer: https://tinyurl.com/47d35xzb Sofya Kovalevskaya: https:...
Erschienen: 16.12.2025
Dauer: 01:06:16
Weitere Informationen zur Episode "ep39 - Female influencers in control"
Outline 00:00 – Intro 07:22 – Anatomy of a feedback loop 15:12 – A brief historical recap on the history of feedback 23:40 – Inventing the negative feedback amplifier 34:28 – Feedback in biology, economics, society, and ... board games! 52:44 – Negative vs positive feedback 59:15 – Feedback, causality, and the arrow of time 1:06:22 – Classics: fundamental limitations, uncertainty, robustness 1:21:30 – Adaptive control: learning in the loop 1:29:50 – Modern AI feedback loops (RL, social media,...
Erschienen: 17.11.2025
Dauer: 01:25:04
Weitere Informationen zur Episode "ep38 - inControl guide to ... Feedback"
Outline 00:00 - Intro 03:12 - Early life 09:07 - St. Petersburg: Stability of Ellipsoidal Bodies 20:13 - Kharkov: The General Problem of the Stability of Motion 34:37 - Back to St. Petersburg: Probability & Academy 46:22 - Tragic end 49:50 - Posthumous recognition 57:49 - Legacy 1:20:39 - Outro Links A. M. Lyapunov: https://tinyurl.com/3kjuhfns S. Lyapunov: https://tinyurl.com/mury7p3s Smirnov's biography: https://tinyurl.com/6wpffh3z Bissell's essay on Russian and Soviet c...
Erschienen: 16.10.2025
Dauer: 01:24:34
Weitere Informationen zur Episode "A. M. Lyapunov: The General Problem of Stability of Motion"
Outline 00:00 – Intro 00:51 – Early steps in research 09:55 – Historical overview of traffic control 25:20 – What is traffic? 34:06 – Road traffic control 45:37 – PI control of road junctions 58:19 – From macroscopic to microscopic simulations and back 1:10:08 – Dynamic traffic assignment 1:21:28 – Return to Greece 1:28:33 – The optimal control problem 1:41:48 – Traffic estimation 1:47:34 – The impact of automation and connectivity 1:59:20 – Traffic as an artificial fluid 2:07:51 – The future...
Erschienen: 15.09.2025
Dauer: 02:14:26
Outline 00:00 – Intro 01:19 – Early steps: PhD journey & robotic hands 15:42 – What is a soft robot? 23:35 – MIT years & models of soft robots 30:01 – Discretization & underactuation 37:21 – The regulation problem 47:01 – Pros and cons of soft robots 51:42 – The soft inverted pendulum 1:05:27 – Eigenmanifolds 1:15:22 – Physical intelligence 1:26:09 – On machine learning 1:37:49 – Embodied AI & TC on Robot Control 1:44:50 – Advice to future students Links - Cosimo’s...
Erschienen: 15.08.2025
Dauer: 01:46:44
Outline 00:00 - Intro 01:06 - The big idea 03:42 - Controllability, observability, and ... the space race! 14:52 - Kálmán and the state-space paradigm 00:00 - The math and intuition: state-space basics, definitions, and duality 00:00 - A touch of nonlinearity 00:00 - Developments in the field: a chronological tour 00:00 - Controllability and observability: quo vaditis? 00:00 - Outro Links Kálmán: https://tinyurl.com/bdzj7mtr Controllability: https://tinyurl.com/28s5zxpn Observability: h...
Erschienen: 17.07.2025
Dauer: 00:59:28
Outline 00:00 - Intro 00:42 - “Research should be fun” 02:02 - Early steps in research 09:00 - Book writing and meeting C. Desoer 18:33 - Control synthesis via the factorization approach 25:46 - The graph metric 29:27 - Robotics and CAIR 36:00 - Randomized algorithms 40:41 - On learning 44:05 - Neural networks 48:40 - Tata, hidden Markov models, and large deviations theory 55:48 - Picking problems and role of luck 58:07 - Compressed sensing and non-convex optimization 01:02:17 - Interpl...
Erschienen: 16.06.2025
Dauer: 01:18:11
Outline 00:00 - Intro and early steps in control 06:42 - Journey to the US 08:30 - Kharitonov's theorem and early influences 12:10 - From Lund to KTH (Stockholm) 15:01 - Ascona and collaboration with Megretski 24:06 - The IMA year in Minnesota 33:50 - Integral quadratic constraints 46:10 - KYP lemma and meeting Yakubovich 52:35 - Piecewise hybrid systems 59:41 - Dual to Lyapunov theorem 1:06:48 - Positivity and large scale systems 1:15:25 - Adaptive and dual control 1:25:24 - Future res...
Erschienen: 16.05.2025
Dauer: 01:30:07
