| Closed-loop robust control of long-term diabetes progression via physical activity management | Jan 22, 2025 | ManagementModel Predictive Control | —Unverified | 0 |
| Time-Constrained Model Predictive Control for Autonomous Satellite Rendezvous, Proximity Operations, and Docking | Jan 22, 2025 | Model Predictive Control | —Unverified | 0 |
| Microgrid Operation Control with State-of-Charge- Dependent Storage Power Constraints | Jan 21, 2025 | Model Predictive Control | —Unverified | 0 |
| Insights from the application of nonlinear model predictive control to a cart-pendulum | Jan 18, 2025 | Model Predictive Control | —Unverified | 0 |
| Which price to pay? Auto-tuning building MPC controller for optimal economic cost | Jan 18, 2025 | Bayesian OptimizationComputational Efficiency | —Unverified | 0 |
| Uncertainty-Aware Digital Twins: Robust Model Predictive Control using Time-Series Deep Quantile Learning | Jan 17, 2025 | Decision MakingModel Predictive Control | —Unverified | 0 |
| Monte Carlo Tree Search with Velocity Obstacles for safe and efficient motion planning in dynamic environments | Jan 16, 2025 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Economic Model Predictive Control for Periodic Operation: A Quadratic Programming Approach | Jan 14, 2025 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| Chance-constrained Model Predictive Control for Near Rectilinear Halo Orbit spacecraft rendezvous | Jan 13, 2025 | Model Predictive Controlvalid | —Unverified | 0 |
| Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems | Jan 13, 2025 | Model Predictive ControlQuantization | —Unverified | 0 |
| Enhanced sampled-data model predictive control via nonlinear lifting | Jan 10, 2025 | Model Predictive Control | —Unverified | 0 |
| A Comparison of Strategies to Embed Physics-Informed Neural Networks in Nonlinear Model Predictive Control Formulations Solved via Direct Transcription | Jan 10, 2025 | Model Predictive Control | —Unverified | 0 |
| Real-Time Decision-Making for Digital Twin in Additive Manufacturing with Model Predictive Control using Time-Series Deep Neural Networks | Jan 10, 2025 | Decision MakingModel Predictive Control | —Unverified | 0 |
| Koopman-Based Model Predictive Control of Functional Electrical Stimulation for Ankle Dorsiflexion and Plantarflexion Assistance | Jan 10, 2025 | Model Predictive Control | —Unverified | 0 |
| Imitation Learning of MPC with Neural Networks: Error Guarantees and Sparsification | Jan 7, 2025 | Imitation LearningModel Predictive Control | —Unverified | 0 |
| LLMPC: Large Language Model Predictive Control | Jan 5, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Low-Thrust Under-Actuated Satellite Formation Guidance and Control Strategies | Dec 29, 2024 | Earth ObservationModel Predictive Control | —Unverified | 0 |
| High-Performance Model Predictive Control for Quadcopters with Formal Stability Guarantees | Dec 28, 2024 | Model Predictive Control | —Unverified | 0 |
| Toward Scalable Multirobot Control: Fast Policy Learning in Distributed MPC | Dec 27, 2024 | Model Predictive Control | —Unverified | 0 |
| Simulation-based Approach for Fast Optimal Control of a Stefan Problem with Application to Cell Therapy | Dec 24, 2024 | Model Predictive Control | —Unverified | 0 |
| NMPC and Deep Learning-Based Vibration Control of Satellite Beam Antenna Dynamics Using PZT Actuators and Sensors | Dec 21, 2024 | Deep LearningModel Predictive Control | —Unverified | 0 |
| High-Accuracy Model Predictive Control with Inverse Hysteresis for High-Speed Trajectory Tracking of Piezoelectric Fast Steering Mirror | Dec 19, 2024 | Model Predictive Control | —Unverified | 0 |
| A Traffic Adapative Physics-informed Learning Control for Energy Savings of Connected and Automated Vehicles | Dec 19, 2024 | Model Predictive Control | —Unverified | 0 |
| Harvesting energy from turbulent winds with Reinforcement Learning | Dec 18, 2024 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Adaptive Economic Model Predictive Control: Performance Guarantees for Nonlinear Systems | Dec 17, 2024 | Model Predictive Control | CodeCode Available | 0 |
| Economic MPC with an Online Reference Trajectory for Battery Scheduling Considering Demand Charge Management | Dec 14, 2024 | ManagementModel Predictive Control | —Unverified | 0 |
| Disturbance-Adaptive Data-Driven Predictive Control: Trading Comfort Violations for Savings in Building Climate Control | Dec 12, 2024 | Conformal PredictionLEMMA | —Unverified | 0 |
| Toward Near-Globally Optimal Nonlinear Model Predictive Control via Diffusion Models | Dec 11, 2024 | Model Predictive Control | —Unverified | 0 |
| Offset-free model predictive control: stability under plant-model mismatch | Dec 11, 2024 | modelModel Predictive Control | —Unverified | 0 |
| Open-Loop and Model Predictive Control for Electric Vehicle Charging to Manage Excess Renewable Energy Supply in Texas | Dec 11, 2024 | Model Predictive Control | —Unverified | 0 |
| A Distributed Deep Koopman Learning Algorithm for Control | Dec 10, 2024 | Model Predictive Control | —Unverified | 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 |
| Geomagnetic and Inertial Combined Navigation Approach Based on Flexible Correction-Model Predictive Control Algorithm | Dec 8, 2024 | Model Predictive Control | —Unverified | 0 |
| M^3PC: Test-time Model Predictive Control for Pretrained Masked Trajectory Model | Dec 7, 2024 | D4RLmodel | CodeCode Available | 1 |
| Safe Adaptive Cruise Control Under Perception Uncertainty: A Deep Ensemble and Conformal Tube Model Predictive Control Approach | Dec 5, 2024 | Autonomous DrivingConformal Prediction | —Unverified | 0 |
| Modularized Neural Network Incorporating Physical Priors for Smart Building Control, Accuracy or Consistency? | Dec 4, 2024 | Model Predictive Control | —Unverified | 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 |
| Robust Model Predictive Control for Constrained Uncertain Systems Based on Concentric Container and Varying Tube | Dec 4, 2024 | Model Predictive Control | —Unverified | 0 |
| Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control | Dec 3, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Physics-informed Gaussian Processes as Linear Model Predictive Controller | Dec 2, 2024 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| Learning-Based Model Predictive Control for Piecewise Affine Systems with Feasibility Guarantees | Nov 30, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 |
| L4acados: Learning-based models for acados, applied to Gaussian process-based predictive control | Nov 28, 2024 | Computational EfficiencyGaussian Processes | CodeCode Available | 2 |
| Fast Switching in Mixed-Integer Model Predictive Control | Nov 28, 2024 | Model Predictive Control | —Unverified | 0 |
| Dynamic Non-Prehensile Object Transport via Model-Predictive Reinforcement Learning | Nov 27, 2024 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Nonlinear Model Predictive Control of a Hybrid Thermal Management System | Nov 24, 2024 | ManagementModel Predictive Control | —Unverified | 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 |
| Energy Efficient Automated Driving as a GNEP: Vehicle-in-the-loop Experiments | Nov 21, 2024 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Fast Stochastic MPC using Affine Disturbance Feedback Gains Learned Offline | Nov 21, 2024 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| Iteration-Free Cooperative Distributed MPC through Multiparametric Programming | Nov 21, 2024 | Model Predictive Control | —Unverified | 0 |
| Balancing Passenger Transport and Power Distribution: A Distributed Dispatch Policy for Shared Autonomous Electric Vehicles | Nov 15, 2024 | Model Predictive Control | —Unverified | 0 |