Systems and Control · Computer Science
MATMPC - A MATLAB Based Toolbox for Real-time Nonlinear Model Predictive Control
Yutao Chen, Mattia Bruschetta, Enrico Picotti, Alessandro Beghi
2019-09-24
Systems and Control · Electrical Eng. & Systems
DT-MPC: Synthesizing Derivation-Free Model Predictive Control from Power Converter Netlists via Physics-Informed Neural Digital Twins
Jialin Zheng, Haoyu Wang, Yangbin Zeng, Han Xu +5
2025-12-16
Optimization and Control · Mathematics
Parallel Explicit Model Predictive Control
Yuning Jiang, Juraj Oravec, Boris Houska, Michal Kvasnica
2019-03-19
Optimization and Control · Mathematics
Modeling Model Predictive Control: A Category Theoretic Framework for Multistage Control Problems
Tyler Hanks, Baike She, Matthew Hale, Evan Patterson +2
2024-03-12
Systems and Control · Electrical Eng. & Systems
Safe Data-Driven Predictive Control
Amin Vahidi-Moghaddam, Kaian Chen, Kaixiang Zhang, Zhaojian Li +2
2025-04-14
Optimization and Control · Mathematics
Centralized model predictive control with distributed adaptation
Prabhat K. Mishra, Tixian Wang, Mattia Gazzola, Girish Chowdhary
2020-09-15
Systems and Control · Electrical Eng. & Systems
Approximate Dynamic Programming based Model Predictive Control of Nonlinear systems
Keerthi Chacko, Midhun T. Augustine, S. Janardhanan, Deepak U. Patil +1
2023-12-12
Optimization and Control · Mathematics
A Framework for Time-Consistent, Risk-Sensitive Model Predictive Control: Theory and Algorithms
Sumeet Singh, Yin-Lam Chow, Anirudha Majumdar, Marco Pavone
2018-04-26
Systems and Control · Electrical Eng. & Systems
MPC-Inspired Reinforcement Learning for Verifiable Model-Free Control
Yiwen Lu, Zishuo Li, Yihan Zhou, Na Li +1
2024-04-10
Systems and Control · Computer Science
Learning-based predictive control for linear systems: a unitary approach
Enrico Terzi, Lorenzo Fagiano, Marcello Farina, Riccardo Scattolini
2018-10-31
Systems and Control · Electrical Eng. & Systems
Data-driven distributed MPC of dynamically coupled linear systems
Matthias Köhler, Julian Berberich, Matthias A. Müller, Frank Allgöwer
2023-08-14