| Bilinear Data-Driven Min-Max MPC: Designing Rational Controllers via Sum-of-squares Optimization | Apr 7, 2025 | Model Predictive Control | —Unverified | 0 |
| Real-Time Model Predictive Control for the Swing-Up Problem of an Underactuated Double Pendulum | Apr 7, 2025 | AcrobotModel Predictive Control | —Unverified | 0 |
| Conformal Data-driven Control of Stochastic Multi-Agent Systems under Collaborative Signal Temporal Logic Specifications | Apr 6, 2025 | Conformal PredictionModel Predictive Control | CodeCode Available | 0 |
| Learning Flatness-Preserving Residuals for Pure-Feedback Systems | Apr 6, 2025 | Model Predictive Control | CodeCode Available | 0 |
| Persistently Exciting Data-Driven Model Predictive Control | Apr 6, 2025 | modelModel Predictive Control | —Unverified | 0 |
| Model Predictive Building Climate Control for Mitigating Heat Pump Noise Pollution (Extended Version) | Apr 5, 2025 | Model Predictive Control | —Unverified | 0 |
| Bayesian LSTM for indoor temperature modeling | Apr 4, 2025 | Model Predictive ControlUncertainty Quantification | —Unverified | 0 |
| Taming High-Dimensional Dynamics: Learning Optimal Projections onto Spectral Submanifolds | Apr 4, 2025 | Model Predictive Control | CodeCode Available | 0 |
| Energy Aware and Safe Path Planning for Unmanned Aircraft Systems | Apr 4, 2025 | Model Predictive Control | —Unverified | 0 |
| System Level Synthesis for Affine Control Policies: Model Based and Data-Driven Settings | Apr 2, 2025 | Model Predictive Control | CodeCode Available | 0 |
| Learning-Based Approximate Nonlinear Model Predictive Control Motion Cueing | Apr 1, 2025 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| Semi-Data-Driven Model Predictive Control: A Physics-Informed Data-Driven Control Approach | Apr 1, 2025 | Model Predictive Control | CodeCode Available | 0 |
| Reinforcement learning for robust dynamic metabolic control | Apr 1, 2025 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Stochastic Model Predictive Control of Charging Energy Hubs with Conformal Prediction | Apr 1, 2025 | Conformal Predictionenergy management | —Unverified | 0 |
| Deep Learning Model Predictive Control for Deep Brain Stimulation in Parkinson's Disease | Apr 1, 2025 | Model Predictive Control | —Unverified | 0 |
| Distributed Model Predictive Control for Dynamic Cooperation of Multi-Agent Systems | Mar 31, 2025 | Model Predictive Control | CodeCode Available | 0 |
| An ANN-Enhanced Approach for Flatness-Based Constrained Control of Nonlinear Systems | Mar 31, 2025 | Model Predictive Control | —Unverified | 0 |
| Output-feedback model predictive control under dynamic uncertainties using integral quadratic constraints | Mar 31, 2025 | Model Predictive Control | CodeCode Available | 0 |
| Disturbance-adaptive Model Predictive Control for Bounded Average Constraint Violations | Mar 31, 2025 | Conformal PredictionModel Predictive Control | —Unverified | 0 |
| Intent-Aware MPC for Aircraft Detect-and-Avoid with Response Delay: A Comparative Study with ACAS Xu | Mar 30, 2025 | Collision AvoidanceModel Predictive Control | —Unverified | 0 |
| Multi-stage model predictive control for slug flow crystallizers using uncertainty-aware surrogate models | Mar 28, 2025 | Model Predictive Controlquantile regression | —Unverified | 0 |
| Towards explainable data-driven predictive control with regularizations | Mar 27, 2025 | Model Predictive Control | —Unverified | 0 |
| Model Predictive Control for Tracking Bounded References With Arbitrary Dynamics | Mar 26, 2025 | Model Predictive Control | —Unverified | 0 |
| Event-Triggered Nonlinear Model Predictive Control for Cooperative Cable-Suspended Payload Transportation with Multi-Quadrotors | Mar 26, 2025 | Model Predictive Control | —Unverified | 0 |
| Model-free Vehicle Rollover Prevention: A Data-driven Predictive Control Approach | Mar 26, 2025 | Computational EfficiencyDimensionality Reduction | —Unverified | 0 |
| Bridging the Sim-to-real Gap: A Control Framework for Imitation Learning of Model Predictive Control | Mar 25, 2025 | Imitation LearningModel Predictive Control | —Unverified | 0 |
| Optimal Path Planning and Cost Minimization for a Drone Delivery System Via Model Predictive Control | Mar 25, 2025 | Model Predictive ControlMulti-agent Reinforcement Learning | —Unverified | 0 |
| Iterative Learning Predictive Control for Constrained Uncertain Systems | Mar 25, 2025 | Model Predictive Control | —Unverified | 0 |
| Optimal Safe Sequencing and Motion Control for Mixed Traffic Roundabouts | Mar 25, 2025 | Model Predictive Control | —Unverified | 0 |
| Robust Tube-based Control Strategy for Vision-guided Autonomous Vehicles | Mar 24, 2025 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 |
| QSID-MPC: Model Predictive Control with System Identification from Quantized Data | Mar 24, 2025 | Model Predictive ControlQuantization | —Unverified | 0 |
| Constraint Horizon in Model Predictive Control | Mar 24, 2025 | modelModel Predictive Control | —Unverified | 0 |
| An AI-enabled dual-hormone model predictive control algorithm that delivers insulin and pramlintide | Mar 23, 2025 | Model Predictive Control | —Unverified | 0 |
| Adaptive Koopman Model Predictive Control of Simple Serial Robots | Mar 23, 2025 | Model Predictive Control | CodeCode Available | 0 |
| Stabilizing NMPC Approaches for Underactuated Mechanical Systems on the SE(3) Manifold | Mar 21, 2025 | Model Predictive Control | —Unverified | 0 |
| A Unifying Complexity-Certification Framework for Branch-and-Bound Algorithms for Mixed-Integer Linear and Quadratic Programming | Mar 20, 2025 | Model Predictive Control | —Unverified | 0 |
| Parallel Domain-Decomposition Algorithms for Complexity Certification of Branch-and-Bound Algorithms for Mixed-Integer Linear and Quadratic Programming | Mar 20, 2025 | Model Predictive Control | —Unverified | 0 |
| Exploiting Prior Knowledge in Preferential Learning of Individualized Autonomous Vehicle Driving Styles | Mar 19, 2025 | Bayesian OptimizationModel Predictive Control | —Unverified | 0 |
| Diffusion-Based Forecasting for Uncertainty-Aware Model Predictive Control | Mar 19, 2025 | Decision MakingModel Predictive Control | —Unverified | 0 |
| Priority-driven Constraints Softening in Safe MPC for Perturbed Systems | Mar 19, 2025 | Collision AvoidanceModel 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 |
| 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 |
| Robust Model Predictive Control of Fast Lithium-ion Battery Pretreatment for Safe Recycling | Mar 14, 2025 | Model Predictive Control | —Unverified | 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 |