| DeepForge: Leveraging AI for Microstructural Control in Metal Forming via Model Predictive Control | Feb 25, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Deep Haptic Model Predictive Control for Robot-Assisted Dressing | Sep 27, 2017 | Common Sense ReasoningModel Predictive Control | —Unverified | 0 | 0 |
| DeepKoCo: Efficient latent planning with a task-relevant Koopman representation | Nov 25, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Online Learning Koopman operator for closed-loop electrical neurostimulation in epilepsy | Mar 26, 2021 | Computational EfficiencyEEG | —Unverified | 0 | 0 |
| Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems | Nov 7, 2020 | Model Predictive ControlTime Series | —Unverified | 0 | 0 |
| Deep Learning and Model Predictive Control for Self-Tuning Mode-Locked Lasers | Nov 2, 2017 | Model Predictive Control | —Unverified | 0 | 0 |
| A Scenario-based Model Predictive Control Scheme for Pandemic Response through Non-pharmaceutical Interventions | Jun 22, 2025 | Model Predictive Control | —Unverified | 0 | 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 | 0 |
| Deep Learning Explicit Differentiable Predictive Control Laws for Buildings | Jul 25, 2021 | Deep LearningModel Predictive Control | —Unverified | 0 | 0 |
| Deep Learning Model Predictive Control for Deep Brain Stimulation in Parkinson's Disease | Apr 1, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| Deep Learning Tubes for Tube MPC | Feb 5, 2020 | Deep LearningModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Deep Model Predictive Control | Feb 27, 2023 | modelModel Predictive Control | —Unverified | 0 | 0 |
| Deep Model Predictive Control with Online Learning for Complex Physical Systems | May 24, 2019 | Model Predictive Control | —Unverified | 0 | 0 |
| A Learning-based Nonlinear Model Predictive Controller for a Real Go-Kart based on Black-box Dynamics Modeling through Gaussian Processes | May 29, 2023 | Autonomous DrivingGaussian Processes | —Unverified | 0 | 0 |
| Data-Driven Model Predictive Control with Stability and Robustness Guarantees | Jun 11, 2019 | Model Predictive Control | —Unverified | 0 | 0 |
| Deep Neural Network based Optimal Control of Greenhouses | Nov 7, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| Deep Neural Network NMPC for Computationally Tractable Optimal Power Management of Hybrid Electric Vehicle | Mar 17, 2024 | energy managementManagement | —Unverified | 0 | 0 |
| Data-driven model predictive control of battery storage units | Jul 6, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Deep Reinforcement Learning for Heat Pump Control | Dec 24, 2022 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 | 0 |
| DeepSafeMPC: Deep Learning-Based Model Predictive Control for Safe Multi-Agent Reinforcement Learning | Mar 11, 2024 | Model Predictive ControlMuJoCo | —Unverified | 0 | 0 |
| Deep Value Model Predictive Control | Oct 8, 2019 | modelModel Predictive Control | —Unverified | 0 | 0 |
| Data-driven Model Predictive Control Method for DFIG-based Wind Farm to Provide Primary Frequency Regulation Service | Dec 7, 2020 | Dimensionality ReductionModel Predictive Control | —Unverified | 0 | 0 |
| A Safe Reinforcement Learning driven Weights-varying Model Predictive Control for Autonomous Vehicle Motion Control | Feb 4, 2024 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Demand Response by Aggregates of Domestic Water Heaters with Adaptive Model Predictive Control | Jul 5, 2023 | ManagementModel Predictive Control | —Unverified | 0 | 0 |
| Demand response for residential building heating: Effective Monte Carlo Tree Search control based on physics-informed neural networks | Dec 6, 2023 | Board GamesModel Predictive Control | —Unverified | 0 | 0 |
| Design and Realization of a Benchmarking Testbed for Evaluating Autonomous Platooning Algorithms | Feb 14, 2024 | Autonomous DrivingBenchmarking | —Unverified | 0 | 0 |
| Designing model predictive control strategies for grid-interactive water heaters for load shifting applications | Aug 5, 2024 | energy managementManagement | —Unverified | 0 | 0 |
| Designing the Model Predictive Control for Interval Type-2 Fuzzy T-S Systems Involving Unknown Time-Varying Delay in Both States and Input Vector | Sep 16, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Detection and Mitigation of Corrupted Information in Distributed Model Predictive Control Based on Resource Allocation | Jul 21, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Development and Evaluation of an Online Home Energy Management Strategy for Load Coordination in Smart Homes with Renewable Energy Sources | Apr 23, 2023 | energy managementManagement | —Unverified | 0 | 0 |
| Development, Implementation, and Experimental Outdoor Evaluation of Quadcopter Controllers for Computationally Limited Embedded Systems | May 29, 2021 | Model Predictive ControlPosition | —Unverified | 0 | 0 |
| Differentiable Implicit Layers | Oct 14, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| A Learning-based Model Predictive Control Scheme with Application to Temperature Control Units | Feb 8, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Adaptive Model Predictive Control of Wheeled Mobile Robots | Jan 3, 2022 | modelModel Predictive Control | —Unverified | 0 | 0 |
| Differentiable Predictive Control for Large-Scale Urban Road Networks | Jun 14, 2024 | Model Predictive ControlPhysics-informed machine learning | —Unverified | 0 | 0 |
| Differentiable Predictive Control with Safety Guarantees: A Control Barrier Function Approach | Aug 3, 2022 | FormModel Predictive Control | —Unverified | 0 | 0 |
| A Cooperation-Aware Lane Change Method for Autonomous Vehicles | Jan 26, 2022 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 | 0 |
| Differentially-Private Distributed Model Predictive Control of Linear Discrete-Time Systems with Global Constraints | May 29, 2024 | Distributed OptimizationModel Predictive Control | —Unverified | 0 | 0 |
| Diffusion-assisted Model Predictive Control Optimization for Power System Real-Time Operation | May 13, 2025 | Load ForecastingModel Predictive Control | —Unverified | 0 | 0 |
| Diffusion-Based Forecasting for Uncertainty-Aware Model Predictive Control | Mar 19, 2025 | Decision MakingModel Predictive Control | —Unverified | 0 | 0 |
| Diffusion Dynamics Models with Generative State Estimation for Cloth Manipulation | Mar 15, 2025 | Model Predictive ControlState Estimation | —Unverified | 0 | 0 |
| Diffusion Model Predictive Control | Oct 7, 2024 | D4RLmodel | —Unverified | 0 | 0 |
| Application of Data-Driven Model Predictive Control for Autonomous Vehicle Steering | Jul 11, 2024 | Autonomous DrivingModel Predictive Control | —Unverified | 0 | 0 |
| Data-Driven Model Predictive Control for Linear Time-Periodic Systems | Mar 30, 2022 | LEMMAModel Predictive Control | —Unverified | 0 | 0 |
| A Safe Control Architecture Based on Robust Model Predictive Control for Autonomous Driving | Jun 20, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 | 0 |
| Dissipativity in economic model predictive control: beyond steady-state optimality | Nov 22, 2019 | Model Predictive ControlSurvey | —Unverified | 0 | 0 |
| Distributed economic predictive control of integrated energy systems for enhanced synergy and grid response: A decomposition and cooperation strategy | May 9, 2023 | Decision MakingModel Predictive Control | —Unverified | 0 | 0 |
| Distributed Experiment Design and Control for Multi-agent Systems with Gaussian Processes | Mar 25, 2021 | Computational EfficiencyDistributed Optimization | —Unverified | 0 | 0 |
| Distributed Model Predictive Control for Heterogeneous V ehicle Platoons Under Unidirectional Topologies | Mar 3, 2017 | Model Predictive Control | —Unverified | 0 | 0 |
| Data-driven Model Predictive and Reinforcement Learning Based Control for Building Energy Management: a Survey | Jun 28, 2021 | energy managementManagement | —Unverified | 0 | 0 |