ML Anthology
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Chee, Kong Yao
3 publications
L4DC
2024
Uncertainty Quantification and Robustification of Model-Based Controllers Using Conformal Prediction
Kong Yao Chee
,
Thales C. Silva
,
M. Ani Hsieh
,
George J. Pappas
L4DC
2023
Learning-Enhanced Nonlinear Model Predictive Control Using Knowledge-Based Neural Ordinary Differential Equations and Deep Ensembles
Kong Yao Chee
,
M. Ani Hsieh
,
Nikolai Matni
CoRL
2022
Online Dynamics Learning for Predictive Control with an Application to Aerial Robots
Tom Z. Jiahao
,
Kong Yao Chee
,
M. Ani Hsieh