| CAV Traffic Control to Mitigate the Impact of Congestion from Bottlenecks: A Linear Quadratic Regulator Approach and Microsimulation Study | Jun 17, 2023 | Model Predictive Control | —Unverified | 0 |
| Non-asymptotic System Identification for Linear Systems with Nonlinear Policies | Jun 17, 2023 | Model Predictive Control | —Unverified | 0 |
| Regression-Based Model Error Compensation for Hierarchical MPC Building Energy Management System | Jun 15, 2023 | energy managementManagement | —Unverified | 0 |
| Model-based versus model-free feeding control and water quality monitoring for fish growth tracking in aquaculture systems | Jun 14, 2023 | modelModel Predictive Control | —Unverified | 0 |
| Integrating machine learning paradigms and mixed-integer model predictive control for irrigation scheduling | Jun 14, 2023 | ManagementModel Predictive Control | —Unverified | 0 |
| Multi-Object Manipulation via Object-Centric Neural Scattering Functions | Jun 14, 2023 | Model Predictive ControlObject | —Unverified | 0 |
| Autonomous Drifting with 3 Minutes of Data via Learned Tire Models | Jun 10, 2023 | Model Predictive Control | —Unverified | 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 |
| Model Predictive Control for Integrated Lateral Stability | Jun 9, 2023 | modelModel Predictive Control | CodeCode Available | 0 |
| Backup Plan Constrained Model Predictive Control with Guaranteed Stability | Jun 9, 2023 | Autonomous VehiclesComputational Efficiency | —Unverified | 0 |
| AI Enhanced Control Engineering Methods | Jun 8, 2023 | Model Predictive ControlState Estimation | —Unverified | 0 |
| Extended Neighboring Extremal Optimal Control with State and Preview Perturbations | Jun 7, 2023 | Model Predictive Control | —Unverified | 0 |
| On the Sample Complexity of Imitation Learning for Smoothed Model Predictive Control | Jun 2, 2023 | Imitation LearningLearning Theory | —Unverified | 0 |
| Mixed-Integer MPC Strategies for Fueling and Density Control in Fusion Tokamaks | Jun 1, 2023 | Model Predictive Control | —Unverified | 0 |
| IQL-TD-MPC: Implicit Q-Learning for Hierarchical Model Predictive Control | Jun 1, 2023 | D4RLModel-based Reinforcement Learning | —Unverified | 0 |
| Stochastic Model Predictive Control with Dynamic Chance Constraints | May 30, 2023 | modelModel Predictive Control | —Unverified | 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 |
| A Learning-based Nonlinear Model Predictive Controller for a Real Go-Kart based on Black-box Dynamics Modeling through Gaussian Processes | May 29, 2023 | Autonomous DrivingGaussian Processes | —Unverified | 0 |
| Self-Supervised Reinforcement Learning that Transfers using Random Features | May 26, 2023 | Decision MakingModel Predictive Control | —Unverified | 0 |
| Deterministic policy gradient based optimal control with probabilistic constraints | May 25, 2023 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Analysis and tuning of a three-term DMC | May 25, 2023 | Model Predictive Control | —Unverified | 0 |
| Multirotor Ensemble Model Predictive Control I: Simulation Experiments | May 22, 2023 | modelModel Predictive Control | —Unverified | 0 |
| Model-based adaptation for sample efficient transfer in reinforcement learning control of parameter-varying systems | May 20, 2023 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Robust MPC with Zone Tracking | May 19, 2023 | Model Predictive Control | —Unverified | 0 |
| On the Finite-Time Behavior of Suboptimal Linear Model Predictive Control | May 17, 2023 | Distributed OptimizationModel Predictive Control | —Unverified | 0 |
| Model Predictive Control of Smart Districts Participating in Frequency Regulation Market: A Case Study of Using Heating Network Storage | May 12, 2023 | Model Predictive Control | —Unverified | 0 |
| Model life extension for continuous process: Non-invasive correction of model-plant mismatch with regularization | May 12, 2023 | modelModel Predictive Control | —Unverified | 0 |
| Constrained reaction wheel desaturation and attitude control of spacecraft with four reaction wheels | May 10, 2023 | Model Predictive Control | —Unverified | 0 |
| Distributed economic predictive control of integrated energy systems for enhanced synergy and grid response: A decomposition and cooperation strategy | May 9, 2023 | Decision MakingModel Predictive Control | —Unverified | 0 |
| Construction of Control Barrier Functions Using Predictions with Finite Horizon | May 9, 2023 | Model Predictive Control | —Unverified | 0 |
| Causal, Stochastic MPC for Wave Energy Converters | May 6, 2023 | Model Predictive Control | —Unverified | 0 |
| Friction-Adaptive Stochastic Nonlinear Model Predictive Control for Autonomous Vehicles | May 5, 2023 | Autonomous VehiclesFriction | —Unverified | 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 |
| Emulation Learning for Neuromimetic Systems | May 4, 2023 | Model Predictive ControlQuantization | —Unverified | 0 |
| LSTM-based Preceding Vehicle Behaviour Prediction during Aggressive Lane Change for ACC Application | May 1, 2023 | Model Predictive Control | —Unverified | 0 |
| A comparison of methods to eliminate regularization weight tuning from data-enabled predictive control | May 1, 2023 | Model Predictive Control | —Unverified | 0 |
| Tutorial: Implementando Controladores Preditivos Não Lineares através do Ferramental LPV | Apr 28, 2023 | Model Predictive Control | —Unverified | 0 |
| Model Predictive Control of Wind Turbines with Piecewise-Affine Power Coefficient Approximation | Apr 28, 2023 | Model Predictive Control | CodeCode Available | 0 |
| Distributed Multi-Horizon Model Predictive Control for Network of Energy Hubs | Apr 27, 2023 | energy tradingModel Predictive Control | —Unverified | 0 |
| Comparison of artificial neural network adaptive control techniques for a nonlinear system with delay | Apr 26, 2023 | Model Predictive ControlObject | —Unverified | 0 |
| On MPC-based Strategies for Optimal Voltage References in DC Microgrids | Apr 26, 2023 | Model Predictive Control | —Unverified | 0 |
| A hierarchical adaptive nonlinear model predictive control approach for maximizing tire force usage in autonomous vehicles | Apr 24, 2023 | Autonomous VehiclesComputational Efficiency | —Unverified | 0 |
| Exact Worst-Case Execution-Time Analysis for Implicit Model Predictive Control | Apr 23, 2023 | Model Predictive Control | —Unverified | 0 |
| Development and Evaluation of an Online Home Energy Management Strategy for Load Coordination in Smart Homes with Renewable Energy Sources | Apr 23, 2023 | energy managementManagement | —Unverified | 0 |
| Unmatched uncertainty mitigation through neural network supported model predictive control | Apr 22, 2023 | Model Predictive Control | —Unverified | 0 |
| Filter-Aware Model-Predictive Control | Apr 20, 2023 | modelModel Predictive Control | —Unverified | 0 |
| Approximate non-linear model predictive control with safety-augmented neural networks | Apr 19, 2023 | Model Predictive Control | CodeCode Available | 0 |
| Error bounds for maxout neural network approximations of model predictive control | Apr 18, 2023 | Model Predictive Control | —Unverified | 0 |
| Distributed Search Planning in 3-D Environments With a Dynamically Varying Number of Agents | Apr 18, 2023 | Model Predictive Control | —Unverified | 0 |
| TreeC: a method to generate interpretable energy management systems using a metaheuristic algorithm | Apr 17, 2023 | energy managementManagement | CodeCode Available | 0 |