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| Data-driven distributed MPC of dynamically coupled linear systems | Feb 25, 2022 | LEMMAModel Predictive Control | —Unverified | 0 |
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| Data-Driven Evolutionary Game-Based Model Predictive Control for Hybrid Renewable Energy Dispatch in Autonomous Ships | Apr 20, 2025 | Model Predictive Control | —Unverified | 0 |
| Data-Driven Framework for Uncovering Hidden Control Strategies in Evolutionary Analysis | Sep 26, 2023 | DescriptiveModel Predictive Control | —Unverified | 0 |
| Data-driven HVAC Control Using Symbolic Regression: Design and Implementation | Apr 6, 2023 | energy managementManagement | —Unverified | 0 |
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| Data-Driven Min-Max MPC for Linear Systems | Sep 29, 2023 | Model Predictive Control | —Unverified | 0 |
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| Data-driven Model Predictive and Reinforcement Learning Based Control for Building Energy Management: a Survey | Jun 28, 2021 | energy managementManagement | —Unverified | 0 |
| Data-Driven Model Predictive Control for Linear Time-Periodic Systems | Mar 30, 2022 | LEMMAModel Predictive Control | —Unverified | 0 |
| Application of Data-Driven Model Predictive Control for Autonomous Vehicle Steering | Jul 11, 2024 | Autonomous DrivingModel Predictive Control | —Unverified | 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 |
| Data-driven model predictive control of battery storage units | Jul 6, 2024 | Model Predictive Control | —Unverified | 0 |
| A Learning-based Model Predictive Control Scheme with Application to Temperature Control Units | Feb 8, 2024 | Model Predictive Control | —Unverified | 0 |
| Data-Driven Model Predictive Control with Stability and Robustness Guarantees | Jun 11, 2019 | Model Predictive Control | —Unverified | 0 |
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| Data-Driven Multi-Modal Learning Model Predictive Control | Jul 8, 2024 | FrictionModel Predictive Control | —Unverified | 0 |
| Data-driven Nonlinear Model Reduction using Koopman Theory: Integrated Control Form and NMPC Case Study | Jan 9, 2024 | FormModel Predictive Control | —Unverified | 0 |
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| Data-driven Predictive Tracking Control based on Koopman Operators | Aug 25, 2022 | Model Predictive Control | —Unverified | 0 |
| A Conflicts-free, Speed-lossless KAN-based Reinforcement Learning Decision System for Interactive Driving in Roundabouts | Aug 15, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Constrained nonlinear output regulation using model predictive control -- extended version | May 25, 2020 | Model Predictive Control | —Unverified | 0 |
| Application of Terminal Region Enlargement Approach for Discrete Time Quasi Infinite Horizon NMPC | Jul 20, 2021 | Model Predictive Control | —Unverified | 0 |
| Data-driven Self-triggered Control via Trajectory Prediction | Jul 18, 2022 | Model Predictive ControlPrediction | —Unverified | 0 |
| Data-driven tube-based stochastic predictive control | Dec 8, 2021 | LEMMAModel Predictive Control | —Unverified | 0 |
| Data-Driven Strategies for Hierarchical Predictive Control in Unknown Environments | May 13, 2021 | Model Predictive Control | —Unverified | 0 |
| Data-Driven Subsynchronous Oscillation Suppression for Renewable Energy Integrated Power Systems Based on Koopman Operator | Jul 2, 2024 | Model Predictive Control | —Unverified | 0 |
| Data-driven synthesis of Robust Invariant Sets and Controllers | Nov 18, 2021 | Model Predictive Control | —Unverified | 0 |
| Data-Driven Tracking MPC for Changing Setpoints | Oct 21, 2019 | Model Predictive Control | —Unverified | 0 |
| Data-efficient, Explainable and Safe Box Manipulation: Illustrating the Advantages of Physical Priors in Model-Predictive Control | Mar 2, 2023 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 |
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| Data Efficient Reinforcement Learning for Legged Robots | Jul 8, 2019 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| A Stochastic Nonlinear Model Predictive Control with an Uncertainty Propagation Horizon for Autonomous Vehicle Motion Control | Oct 28, 2023 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 |
| Data/moment-driven approaches for fast predictive control of collective dynamics | Feb 23, 2024 | Model Predictive Control | —Unverified | 0 |
| Data Set Description: Identifying the Physics Behind an Electric Motor -- Data-Driven Learning of the Electrical Behavior (Part II) | Mar 13, 2020 | Model Predictive Controlvalid | —Unverified | 0 |
| Constrained Nonlinear Model Predictive Control of an MMA Polymerization Process via Evolutionary Optimization | Feb 15, 2015 | Model Predictive Control | —Unverified | 0 |
| DDK: A Deep Koopman Approach for Dynamics Modeling and Trajectory Tracking of Autonomous Vehicles | Oct 27, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Asynchronous Computation of Tube-based Model Predictive Control | Nov 24, 2022 | Model Predictive Control | —Unverified | 0 |
| Decentralized Robust Interval Type-2 Fuzzy Model Predictive Control for Takagi-Sugeno Large-Scale Systems | Aug 31, 2021 | Model Predictive Control | —Unverified | 0 |
| Decentralized Thermal Control of Buildings | Oct 25, 2021 | Model Predictive Control | —Unverified | 0 |
| Decision Making of Connected Automated Vehicles at An Unsignalized Roundabout Considering Personalized Driving Behaviours | Mar 14, 2021 | Decision MakingModel Predictive Control | —Unverified | 0 |
| A System Level Approach to Tube-based Model Predictive Control | Mar 3, 2021 | Model Predictive Control | —Unverified | 0 |
| Constrained Model-Free Reinforcement Learning for Process Optimization | Nov 16, 2020 | modelModel 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 |