| Artificial Neural Network-Based Voltage Control of DC/DC Converter for DC Microgrid Applications | Nov 5, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Efficient Batch and Recursive Least Squares for Matrix Parameter Estimation | Apr 16, 2024 | Model Predictive Controlparameter estimation | —Unverified | 0 | 0 |
| Data-Driven Linear Koopman Embedding for Networked Systems: Model-Predictive Grid Control | Jun 2, 2022 | DecoderModel Predictive Control | —Unverified | 0 | 0 |
| Data-driven HVAC Control Using Symbolic Regression: Design and Implementation | Apr 6, 2023 | energy managementManagement | —Unverified | 0 | 0 |
| Efficient Deep Learning of Robust, Adaptive Policies using Tube MPC-Guided Data Augmentation | Mar 28, 2023 | Data AugmentationImitation Learning | —Unverified | 0 | 0 |
| Efficient Economic Model Predictive Control of Water Treatment Process with Learning-based Koopman Operator | May 21, 2024 | Computational EfficiencyModel Predictive Control | —Unverified | 0 | 0 |
| A Robust Distributed Model Predictive Control Framework for Consensus of Multi-Agent Systems with Input Constraints and Varying Delays | Sep 19, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| ALADIN-based Distributed Model Predictive Control with dynamic partitioning: An application to Solar Parabolic Trough Plants | May 4, 2023 | ClusteringModel Predictive Control | —Unverified | 0 | 0 |
| Efficient implementation of MPC for tracking using ADMM by decoupling its semi-banded structure | Feb 15, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Efficient model predictive control for nonlinear systems modelled by deep neural networks | May 16, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Adaptive model predictive control for traffic signal timing with unknown demand and parameters | Mar 13, 2025 | Model Predictive ControlTraffic Signal Control | —Unverified | 0 | 0 |
| Data-Driven Framework for Uncovering Hidden Control Strategies in Evolutionary Analysis | Sep 26, 2023 | DescriptiveModel Predictive Control | —Unverified | 0 | 0 |
| Data-Driven Evolutionary Game-Based Model Predictive Control for Hybrid Renewable Energy Dispatch in Autonomous Ships | Apr 20, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| A Risk-Aware Adaptive Robust MPC with Learned Uncertainty Quantification | Jul 15, 2025 | Active LearningModel Predictive Control | —Unverified | 0 | 0 |
| Data-driven dual-loop control for platooning mixed human-driven and automated vehicles | Jul 21, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| Data-Driven Distributed Voltage Control for Microgrids: A Koopman-based Approach | Aug 29, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| AReN: Assured ReLU NN Architecture for Model Predictive Control of LTI Systems | Nov 5, 2019 | Model Predictive Control | —Unverified | 0 | 0 |
| AI Enhanced Control Engineering Methods | Jun 8, 2023 | Model Predictive ControlState Estimation | —Unverified | 0 | 0 |
| Data-Driven Distributed Stochastic Model Predictive Control with Closed-Loop Chance Constraint Satisfaction | Apr 6, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Data-driven distributed MPC of dynamically coupled linear systems | Feb 25, 2022 | LEMMAModel Predictive Control | —Unverified | 0 | 0 |
| A Reinforcement Learning-based Economic Model Predictive Control Framework for Autonomous Operation of Chemical Reactors | May 6, 2021 | Model Predictive Controlparameter estimation | —Unverified | 0 | 0 |
| A Reinforcement Learning Approach for Transient Control of Liquid Rocket Engines | Jun 19, 2020 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 | 0 |
| A Human-optimized Model Predictive Control Scheme and Extremum Seeking Parameter Estimator for Slip Control of Electric Race Cars | Nov 24, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Adaptive Model Predictive Control for Engine-Driven Ducted Fan Lift Systems using an Associated Linear Parameter Varying Model | Sep 22, 2023 | modelModel Predictive Control | —Unverified | 0 | 0 |
| A Contraction-constrained Model Predictive Control for Multi-timescale Nonlinear Processes | May 9, 2022 | Model Predictive ControlPrediction | —Unverified | 0 | 0 |
| Accelerating the Evolution of Personalized Automated Lane Change through Lesson Learning | May 13, 2024 | Computational EfficiencyModel Predictive Control | —Unverified | 0 | 0 |
| Data-driven approximation of the Koopman generator: Model reduction, system identification, and control | Sep 23, 2019 | Model Predictive Control | —Unverified | 0 | 0 |
| A Real-World Quadrupedal Locomotion Benchmark for Offline Reinforcement Learning | Sep 13, 2023 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| D3PG: Deep Differentiable Deterministic Policy Gradients | Sep 25, 2019 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 | 0 |
| A Real-Time Robust Ecological-Adaptive Cruise Control Strategy for Battery Electric Vehicles | Aug 2, 2023 | Computational EfficiencyModel Predictive Control | —Unverified | 0 | 0 |
| A Holistic Robust Motion Controller Framework for Autonomous Platooning | Jun 10, 2022 | Model Predictive ControlMotion Planning | —Unverified | 0 | 0 |
| Critic as Lyapunov function (CALF): a model-free, stability-ensuring agent | Sep 15, 2024 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| A real-time GP based MPC for quadcopters with unknown disturbances | Oct 14, 2022 | Model Predictive ControlRaspberry Pi 4 | —Unverified | 0 | 0 |
| Cost-minimization predictive energy management of a postal-delivery fuel cell electric vehicle with intelligent battery State-of-Charge Planner | Dec 28, 2022 | energy managementManagement | —Unverified | 0 | 0 |
| COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL | Oct 11, 2023 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| A real-time distributed post-disaster restoration planning strategy for distribution networks | May 18, 2021 | Decision MakingModel Predictive Control | —Unverified | 0 | 0 |
| A hierarchical control framework for autonomous decision-making systems: Integrating HMDP and MPC | Jan 12, 2024 | Decision MakingModel Predictive Control | —Unverified | 0 | 0 |
| Adaptive Model Predictive Control for Differential-Algebraic Systems towards a Higher Path Accuracy for Physically Coupled Robots | Dec 4, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Coordinated Ramp Metering Control based on Scalable Nonlinear Traffic Dynamics Model Discovery in a Large Network | Mar 9, 2025 | Model DiscoveryModel Predictive Control | —Unverified | 0 | 0 |
| Coordinated Energy-Trajectory Economic Model Predictive Control for Autonomous Surface Vehicles under Disturbances | Mar 10, 2025 | CPUModel Predictive Control | —Unverified | 0 | 0 |
| A rapid-prototype MPC tool based on gPROMS platform | Aug 31, 2022 | C++ codeCode Generation | —Unverified | 0 | 0 |
| Coordinated Control of Autonomous Vehicles for Traffic Density Reduction at a Signalized Junction: An MPC Approach | Jun 26, 2025 | Autonomous VehiclesDecision Making | —Unverified | 0 | 0 |
| Co-Optimization of Adaptive Cruise Control and Hybrid Electric Vehicle Energy Management via Model Predictive Mixed Integer Control | Mar 2, 2023 | energy managementManagement | —Unverified | 0 | 0 |
| A Quadratic Control Framework for Dynamic Systems | Apr 21, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| A Hierarchical Architecture for Optimal Unit Commitment and Control of an Ensemble of Steam Generators | Jun 28, 2023 | ManagementModel Predictive Control | —Unverified | 0 | 0 |
| Cooperative Route Guidance and Flow Control for Mixed Road Networks Comprising Expressway and Arterial Network | May 9, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Cooperative nonlinear distributed model predictive control with dissimilar control horizons | Oct 14, 2024 | ManagementModel Predictive Control | —Unverified | 0 | 0 |
| A purely data-driven framework for prediction, optimization, and control of networked processes: application to networked SIS epidemic model | Aug 1, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| A probabilistic validation approach for penalty function design in Stochastic Model Predictive Control | Mar 16, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| A hierarchical adaptive nonlinear model predictive control approach for maximizing tire force usage in autonomous vehicles | Apr 24, 2023 | Autonomous VehiclesComputational Efficiency | —Unverified | 0 | 0 |