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#duffing-oscillator

Duffing Oscillator

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Learning Contractive Dynamical Representations for Composite Adaptive Control
arXivRobotics

Learning Contractive Dynamical Representations for Composite Adaptive Control

基於收縮動力學表徵學習的複合自適應控制框架

This paper introduces a representation-learning framework that combines statistical learning with composite adaptive control, utilizing hard-EM and Kalman smoothing to learn contractive latent disturbance representations with provable exponential convergence.

2 min read