| DeepForge: Leveraging AI for Microstructural Control in Metal Forming via Model Predictive Control | Feb 25, 2024 | Model Predictive Control | —Unverified | 0 |
| Deep Haptic Model Predictive Control for Robot-Assisted Dressing | Sep 27, 2017 | Common Sense ReasoningModel Predictive Control | —Unverified | 0 |
| DeepKoCo: Efficient latent planning with a task-relevant Koopman representation | Nov 25, 2020 | Model Predictive Control | —Unverified | 0 |
| Online Learning Koopman operator for closed-loop electrical neurostimulation in epilepsy | Mar 26, 2021 | Computational EfficiencyEEG | —Unverified | 0 |
| Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems | Nov 7, 2020 | Model Predictive ControlTime Series | —Unverified | 0 |
| Deep Learning and Model Predictive Control for Self-Tuning Mode-Locked Lasers | Nov 2, 2017 | Model Predictive Control | —Unverified | 0 |
| Constrained Model-Free Reinforcement Learning for Process Optimization | Nov 16, 2020 | modelModel Predictive Control | —Unverified | 0 |
| Deep Learning-Based Vehicle Speed Prediction for Ecological Adaptive Cruise Control in Urban and Highway Scenarios | Nov 30, 2022 | Model Predictive ControlPrediction | —Unverified | 0 |
| Deep Learning Explicit Differentiable Predictive Control Laws for Buildings | Jul 25, 2021 | Deep LearningModel Predictive Control | —Unverified | 0 |
| Deep Learning Model Predictive Control for Deep Brain Stimulation in Parkinson's Disease | Apr 1, 2025 | Model Predictive Control | —Unverified | 0 |
| 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 |
| DeepSafeMPC: Deep Learning-Based Model Predictive Control for Safe Multi-Agent Reinforcement Learning | Mar 11, 2024 | Model Predictive ControlMuJoCo | —Unverified | 0 |
| Deep Value Model Predictive Control | Oct 8, 2019 | modelModel Predictive Control | —Unverified | 0 |
| Automatic digital twin data model generation of building energy systems from piping and instrumentation diagrams | Aug 31, 2021 | Fault DetectionModel Predictive Control | —Unverified | 0 |
| Definition and evaluation of model-free coordination of electrical vehicle charging with reinforcement learning | Sep 27, 2018 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Demand Response by Aggregates of Domestic Water Heaters with Adaptive Model Predictive Control | Jul 5, 2023 | ManagementModel Predictive Control | —Unverified | 0 |
| Constrained Controller and Observer Design by Inverse Optimality | Mar 23, 2020 | Model Predictive Control | —Unverified | 0 |