ep45 - Peter Caines: from stochastic and adaptive control to mean field games, graphons, and beyond!

ep45 - Peter Caines: from stochastic and adaptive control to mean field games, graphons, and beyond!

June 15, 2026 · 1h 32m · Season 4 · Episode 7

About this episode

In this episode, Peter Caines discusses his journey through stochastic and adaptive control, exploring various mathematical concepts and their applications.

Outline 00:00 - Intro 02:10 - London in the 1960s 12:40 - From Oxford to Imperial College: David Mayne and the discrete-time Riccati equation 18:05 - The "global tour": Montenegro roads, hitch-hiking to Istanbul, and the San Francisco waterfront 22:30 - Feedback and causality between stochastic processes 31:15 - The system identification years 40:50 - Model complexity, the bias–variance trade-off, and concentration inequalities 52:05 - Adaptive control: living through a golden era 1:0...

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