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Robert Chin
Robert Chin
The University of Melbourne & University of Birmingham
Verified email at unimelb.edu.au - Homepage
Title
Cited by
Cited by
Year
A Machine Learning Approach for Tuning Model Predictive Controllers
AS Ira, I Shames, C Manzie, R Chin, D Nešić, H Nakada, T Sano
2018 15th International Conference on Control, Automation, Robotics and …, 2018
182018
Tuning of multivariable model predictive controllers through expert bandit feedback
AS Ira, C Manzie, I Shames, R Chin, D Nešić, H Nakada, T Sano
International Journal of Control 94 (10), 2650-2658, 2021
92021
Active learning for linear parameter-varying system identification
R Chin, AI Maass, N Ulapane, C Manzie, I Shames, D Nešić, JE Rowe, ...
IFAC-PapersOnLine 53 (2), 989-994, 2020
62020
Tuning of model predictive engine controllers over transient drive cycles
AI Maass, C Manzie, I Shames, R Chin, D Nešić, N Ulapane, H Nakada
IFAC-PapersOnLine 53 (2), 14022-14027, 2020
42020
Ordinal Optimisation and the Offline Multiple Noisy Secretary Problem
R Chin, JE Rowe, I Shames, C Manzie, D Nešić
arXiv preprint arXiv:2106.01185, 2021
32021
Re-parametrising Cost Matrices for Tuning Model Predictive Controllers
R Chin, JE Rowe
2019 IEEE Congress on Evolutionary Computation (CEC), 2856-2863, 2019
22019
Gaussian Processes with Monotonicity Constraints for Preference Learning from Pairwise Comparisons
R Chin, C Manzie, A Ira, D Nesic, I Shames
2018 IEEE Conference on Decision and Control (CDC), 1150-1155, 2018
22018
A Sequential Learning Algorithm for Probabilistically Robust Controller Tuning
R Chin, C Manzie, I Shames, D Nešić, JE Rowe
arXiv preprint arXiv:2102.09738, 2021
12021
Stochastics, Statistics, Skedastics
R Chin
2022
Model Predictive Controller Tuning by Machine Learning and Ordinal Optimisation
RA Chin
2021
Ordinal Optimisation for the Gaussian Copula Model
R Chin, JE Rowe, I Shames, C Manzie, D Nešić
arXiv preprint arXiv:1911.01993, 2019
2019
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Articles 1–11