| Deep Learning Tubes for Tube MPC | Feb 5, 2020 | Deep LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Deep Model Predictive Control | Feb 27, 2023 | modelModel Predictive Control | —Unverified | 0 |
| Deep Model Predictive Control with Online Learning for Complex Physical Systems | May 24, 2019 | Model Predictive Control | —Unverified | 0 |
| A Physics-informed Machine Learning-based Control Method for Nonlinear Dynamic Systems with Highly Noisy Measurements | Nov 12, 2023 | Model Predictive ControlPhysics-informed machine learning | —Unverified | 0 |
| A Framework for Quasi Time-Optimal Nonlinear Model Predictive Control with Soft Constraints | May 6, 2020 | Model Predictive Control | —Unverified | 0 |
| Deep Neural Network based Optimal Control of Greenhouses | Nov 7, 2023 | Model Predictive Control | —Unverified | 0 |
| Deep Neural Network NMPC for Computationally Tractable Optimal Power Management of Hybrid Electric Vehicle | Mar 17, 2024 | energy managementManagement | —Unverified | 0 |
| Constrained Deep Learning Based Nonlinear Model Predictive Control | Mar 24, 2021 | Deep Learningmodel | —Unverified | 0 |
| Deep Reinforcement Learning for Heat Pump Control | Dec 24, 2022 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Constrained Controller and Observer Design by Inverse Optimality | Mar 23, 2020 | Model Predictive Control | —Unverified | 0 |
