| 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 |