Reinforcement learning based control of dynamical systems
In this project we employ novel AI techniques from reinforcement learning, sequence modelling and dimensionality reduction to learn complex controllers efficiently.
Michiel Straat
Postdoc in Machine Learning
My research interests include Machine Learning, Computational Intelligence and Statistical Physics of Learning.
Publications
Koopman-Based Surrogate Modelling of Turbulent Rayleigh-Bénard Convection
We build a linear dynamical model for complex fluid flows using a Machine Learning architecture based on Koopman theory.
Talks
Koopman-based Modeling of Rayleigh-Bénard Convection
In this talk I will present our recent work on Koopman-based surrogate modeling of Rayleigh-Bénard Convection.
