| Exploiting Prior Knowledge in Preferential Learning of Individualized Autonomous Vehicle Driving Styles | Mar 19, 2025 | Bayesian OptimizationModel Predictive Control | —Unverified | 0 |
| Variable Time-Step MPC for Agile Multi-Rotor UAV Interception of Dynamic Targets | Mar 18, 2025 | Model Predictive ControlTrajectory Planning | —Unverified | 0 |
| Local-Global Learning of Interpretable Control Policies: The Interface between MPC and Reinforcement Learning | Mar 17, 2025 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Layered Nonlinear Model Predictive Control for Robust Stabilization of Hybrid Systems | Mar 17, 2025 | Model Predictive Control | —Unverified | 0 |
| Ensemble Kalman-Bucy filtering for nonlinear model predictive control | Mar 16, 2025 | Model Predictive ControlState Estimation | —Unverified | 0 |
| Diffusion Dynamics Models with Generative State Estimation for Cloth Manipulation | Mar 15, 2025 | Model Predictive ControlState Estimation | —Unverified | 0 |
| Robust Model Predictive Control of Fast Lithium-ion Battery Pretreatment for Safe Recycling | Mar 14, 2025 | Model Predictive Control | —Unverified | 0 |
| Six-DoF Stewart Platform Motion Simulator Control using Switchable Model Predictive Control | Mar 14, 2025 | Model Predictive Control | —Unverified | 0 |
| Learning-Based MPC for Fuel Efficient Control of Autonomous Vehicles with Discrete Gear Selection | Mar 14, 2025 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| Adaptive model predictive control for traffic signal timing with unknown demand and parameters | Mar 13, 2025 | Model Predictive ControlTraffic Signal Control | —Unverified | 0 |
| A nonlinear real time capable motion cueing algorithm based on deep reinforcement learning | Mar 13, 2025 | Deep Reinforcement LearningHyperparameter Optimization | —Unverified | 0 |
| A Model-based Approach for Glucose Control via Physical Activity | Mar 12, 2025 | Model Predictive Control | —Unverified | 0 |
| Optimizing AUV speed dynamics with a data-driven Koopman operator approach | Mar 11, 2025 | Model Predictive Control | —Unverified | 0 |
| Stochastic Model Predictive Control for Sub-Gaussian Noise | Mar 11, 2025 | modelModel Predictive Control | —Unverified | 0 |
| Stochastic Tube-based Model Predictive Control for Cyber-Physical Systems under False Data Injection Attacks with Bounded Probability | Mar 10, 2025 | Model Predictive Control | —Unverified | 0 |
| Coordinated Energy-Trajectory Economic Model Predictive Control for Autonomous Surface Vehicles under Disturbances | Mar 10, 2025 | CPUModel Predictive Control | —Unverified | 0 |
| Performance-driven Constrained Optimal Auto-Tuner for MPC | Mar 10, 2025 | Autonomous RacingBayesian Optimization | CodeCode Available | 1 |
| 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 |
| Community Energy Management System for Fast Frequency Response: A Hierarchical Control Approach | Mar 7, 2025 | energy managementManagement | —Unverified | 0 |
| Multistage Economic MPC for Systems with a Cyclic Steady State: A Gas Network Case Study | Mar 6, 2025 | Model Predictive Control | —Unverified | 0 |
| Lessons learned from field demonstrations of model predictive control and reinforcement learning for residential and commercial HVAC: A review | Mar 6, 2025 | Model Predictive ControlReinforcement Learning (RL) | CodeCode Available | 0 |
| Safe Distributed Learning-Enhanced Predictive Control for Multiple Quadrupedal Robots | Mar 6, 2025 | Collision AvoidanceModel Predictive Control | CodeCode Available | 0 |
| Optimal Policy Design for Repeated Decision-Making under Social Influence | Mar 5, 2025 | Decision MakingModel Predictive Control | —Unverified | 0 |
| SEAL: Safety Enhanced Trajectory Planning and Control Framework for Quadrotor Flight in Complex Environments | Mar 5, 2025 | Model Predictive ControlTrajectory Planning | CodeCode Available | 1 |
| Optimal Power Management for Large-Scale Battery Energy Storage Systems via Bayesian Inference | Mar 4, 2025 | Bayesian InferenceManagement | —Unverified | 0 |