| Hourly operation of a regulated lake via Model Predictive Control | Sep 15, 2022 | Model Predictive Controlvalid | —Unverified | 0 | 0 |
| How to Learn and Generalize From Three Minutes of Data: Physics-Constrained and Uncertainty-Aware Neural Stochastic Differential Equations | Jun 10, 2023 | Inductive BiasModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Humidity-Aware Model Predictive Control for Residential Air Conditioning: A Field Study | Jul 1, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Hybrid Collision Avoidance for ASVs Compliant with COLREGs Rules 8 and 13-17 | Jul 14, 2019 | Collision AvoidanceModel Predictive Control | —Unverified | 0 | 0 |
| Hybrid Control Policy for Artificial Pancreas via Ensemble Deep Reinforcement Learning | Jul 13, 2023 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 | 0 |
| Hybrid Gaussian Process Modeling Applied to Economic Stochastic Model Predictive Control of Batch Processes | Aug 14, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Hybrid Lyapunov-based feedback stabilization of bipedal locomotion based on reference spreading | May 3, 2024 | Model Predictive ControlPosition | —Unverified | 0 | 0 |
| Hybrid Reinforcement Learning and Model Predictive Control for Adaptive Control of Hydrogen-Diesel Dual-Fuel Combustion | Apr 23, 2025 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Hybrid Systems Neural Control with Region-of-Attraction Planner | Mar 18, 2023 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 | 0 |
| HyperSNN: A new efficient and robust deep learning model for resource constrained control applications | Aug 16, 2023 | AcrobotEdge-computing | —Unverified | 0 | 0 |
| Identification of Friction Models for MPC-based Control of a PowerCube Serial Robot | Mar 21, 2022 | FrictionModel Predictive Control | —Unverified | 0 | 0 |
| Identifying Reaction-Aware Driving Styles of Stochastic Model Predictive Controlled Vehicles by Inverse Reinforcement Learning | Aug 23, 2023 | Autonomous DrivingModel Predictive Control | —Unverified | 0 | 0 |
| Image-Based Model Predictive Control via Dynamic Mode Decomposition | Jun 11, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Imitation Learning from MPC for Quadrupedal Multi-Gait Control | Mar 26, 2021 | Imitation LearningMixture-of-Experts | —Unverified | 0 | 0 |
| Imitation Learning from Nonlinear MPC via the Exact Q-Loss and its Gauss-Newton Approximation | Apr 3, 2023 | Imitation LearningModel Predictive Control | —Unverified | 0 | 0 |
| Imitation Learning of MPC with Neural Networks: Error Guarantees and Sparsification | Jan 7, 2025 | Imitation LearningModel Predictive Control | —Unverified | 0 | 0 |
| Impact of Communication Loss on MPC based Cooperative Adaptive Cruise Control and Platooning | Jun 16, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Impact of data for forecasting on performance of model predictive control in buildings with smart energy storage | Feb 19, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| A Finite Element Method Approach for Trajectory Generation via Time-Optimal Control and Model Predictive Control Tracking | Oct 6, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| Implementation of Advanced Wind Turbine Controllers for Scaled Turbine Testing in a Wind Tunnel | Jan 26, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Adaptive Economic Model Predictive Control for linear systems with performance guarantees | Mar 27, 2024 | Model Predictive Control | —Unverified | 0 | 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 | 0 |
| Gaussian Process-based Model Predictive Controller for Connected Vehicles with Uncertain Wireless Channel | Jun 23, 2021 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 | 0 |
| Implicit Incorporation of Heuristics in MPC-Based Control of a Hydrogen Plant | Sep 19, 2023 | energy managementManagement | —Unverified | 0 | 0 |
| Improved Sample Complexity of Imitation Learning for Barrier Model Predictive Control | Oct 1, 2024 | Imitation LearningModel Predictive Control | —Unverified | 0 | 0 |
| Improve Load Forecasting in Energy Communities through Transfer Learning using Open-Access Synthetic Profiles | Jul 11, 2024 | Load ForecastingModel Predictive Control | —Unverified | 0 | 0 |
| Improving Hyperparameter Optimization by Planning Ahead | Oct 15, 2021 | Hyperparameter OptimizationModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Improving the Load Flexibility of Stratified Electric Water Heaters: Design and Experimental Validation of MPC Strategies | Dec 7, 2023 | energy managementModel Predictive Control | —Unverified | 0 | 0 |
| Improving Urban Traffic Throughput with Vehicle Platooning: Theory and Experiments | Jul 28, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Inaccuracy matters: accounting for solution accuracy in event-triggered nonlinear model predictive control | May 28, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Incorporating ESO into Deep Koopman Operator Modelling for Control of Autonomous Vehicles | May 16, 2024 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 | 0 |
| Incorporating forecasting and peer-to-peer negotiation frameworks into a distributed model predictive control approach for meshed electric networks | May 30, 2021 | energy tradingModel Predictive Control | —Unverified | 0 | 0 |
| Incorporating Recurrent Reinforcement Learning into Model Predictive Control for Adaptive Control in Autonomous Driving | Jan 30, 2023 | Autonomous DrivingModel Predictive Control | —Unverified | 0 | 0 |
| Increasing Energy Resiliency to Hurricanes with Battery and Rooftop Solar Through Intelligent Control | Feb 8, 2021 | Decision MakingModel Predictive Control | —Unverified | 0 | 0 |
| GAN-MPC: Training Model Predictive Controllers with Parameterized Cost Functions using Demonstrations from Non-identical Experts | May 30, 2023 | Generative Adversarial NetworkImitation Learning | —Unverified | 0 | 0 |
| Incremental Few-Shot Adaptation for Non-Prehensile Object Manipulation using Parallelizable Physics Simulators | Sep 20, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Receding Horizon Games for Modeling Competitive Supply Chains | Jan 18, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Infinite-Horizon Differentiable Model Predictive Control | Jan 7, 2020 | Imitation Learningmodel | —Unverified | 0 | 0 |
| GAD-Generative Learning for HD Map-Free Autonomous Driving | May 1, 2024 | Autonomous DrivingModel Predictive Control | —Unverified | 0 | 0 |
| Information Theoretic Model Predictive Q-Learning | Dec 31, 2019 | Decision Makingmodel | —Unverified | 0 | 0 |
| Antifragile Perimeter Control: Anticipating and Gaining from Disruptions with Reinforcement Learning | Feb 20, 2024 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 | 0 |
| Infrastructure Assisted Constrained Connected Automated Vehicle Trajectory Optimization on Curved Roads: A Spatial Formulation on a Curvilinear Coordinate | Mar 1, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Functional Stability of Discounted Markov Decision Processes Using Economic MPC Dissipativity Theory | Mar 31, 2022 | Model Predictive ControlQ-Learning | —Unverified | 0 | 0 |
| In Proximity of ReLU DNN, PWA Function, and Explicit MPC | Jun 9, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Conditional Diffusion with Less Explicit Guidance via Model Predictive Control | Oct 21, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Fully Distributed and Quantized Algorithm for MPC-based Autonomous Vehicle Platooning Optimization | Jan 31, 2025 | Model Predictive ControlQuantization | —Unverified | 0 | 0 |
| Input Convex Neural Networks for Building MPC | Nov 26, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Input-to-State Stability of Newton Methods in Nash Equilibrium Problems with Applications to Game-Theoretic Model Predictive Control | Dec 9, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Fuel-Economical Distributed Model Predictive Control for Heavy-Duty Truck Platoon | Jun 15, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| ConBaT: Control Barrier Transformer for Safe Policy Learning | Mar 7, 2023 | Imitation LearningModel Predictive Control | —Unverified | 0 | 0 |