| Model Predictive Control for Fluid Human-to-Robot Handovers | Mar 31, 2022 | Model Predictive ControlOpen-Ended Question Answering | —Unverified | 0 |
| Certified machine learning: A posteriori error estimation for physics-informed neural networks | Mar 31, 2022 | BIG-bench Machine LearningModel Predictive Control | —Unverified | 0 |
| Data-Driven Model Predictive Control for Linear Time-Periodic Systems | Mar 30, 2022 | LEMMAModel Predictive Control | —Unverified | 0 |
| Impact of Information Flow Topology on Safety of Tightly-coupled Connected and Automated Vehicle Platoons Utilizing Stochastic Control | Mar 29, 2022 | GPRModel Predictive Control | —Unverified | 0 |
| Safe Hierarchical Model Predictive Control and Planning for Autonomous Systems | Mar 27, 2022 | Autonomous VehiclesCollision Avoidance | —Unverified | 0 |
| Research on Flexibility Margin of Electric-Hydrogen Coupling Energy Block Based on Model Predictive Control | Mar 26, 2022 | Model Predictive ControlScheduling | —Unverified | 0 |
| Flexible development and evaluation of machine-learning-supported optimal control and estimation methods via HILO-MPC | Mar 25, 2022 | BIG-bench Machine LearningCode Generation | —Unverified | 0 |
| Safe and Efficient Model Predictive Control Using Neural Networks: An Interior Point Approach | Mar 23, 2022 | Model Predictive Control | —Unverified | 0 |
| State and parameter estimation for retinal laser treatment | Mar 23, 2022 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Distributionally Robust Model Predictive Control with Total Variation Distance | Mar 22, 2022 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| Identification of Friction Models for MPC-based Control of a PowerCube Serial Robot | Mar 21, 2022 | FrictionModel Predictive Control | —Unverified | 0 |
| Robust Model Predictive Control with Polytopic Model Uncertainty through System Level Synthesis | Mar 21, 2022 | modelModel Predictive Control | CodeCode Available | 1 |
| Data-driven predictive control in a stochastic setting: a unified framework | Mar 21, 2022 | Model Predictive Control | —Unverified | 0 |
| Autonomous Wheel Loader Trajectory Tracking Control Using LPV-MPC | Mar 16, 2022 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| A distributionally robust optimization approach to two-sided chance constrained stochastic model predictive control with unknown noise distribution | Mar 16, 2022 | Model Predictive Control | —Unverified | 0 |
| Real-time Neural-MPC: Deep Learning Model Predictive Control for Quadrotors and Agile Robotic Platforms | Mar 15, 2022 | Model Predictive Control | CodeCode Available | 2 |
| Model predictive control and moving horizon estimation for adaptive optimal bolus feeding in high-throughput cultivation of E. coli | Mar 14, 2022 | Model Predictive Control | —Unverified | 0 |
| A novel constraint tightening approach for robust data-driven predictive control | Mar 14, 2022 | LEMMAModel Predictive Control | —Unverified | 0 |
| Reinforcement Learning for Optimal Control of a District Cooling Energy Plant | Mar 14, 2022 | Model Predictive ControlQ-Learning | —Unverified | 0 |
| Adaptive Model Predictive Control by Learning Classifiers | Mar 13, 2022 | Bayesian OptimisationDensity Ratio Estimation | —Unverified | 0 |
| Multi-step dual control for exploration and exploitation in autonomous search with convergence guarantee | Mar 12, 2022 | Model Predictive Control | —Unverified | 0 |
| Temporal Difference Learning for Model Predictive Control | Mar 9, 2022 | continuous-controlContinuous Control | CodeCode Available | 2 |
| Learning Solution Manifolds for Control Problems via Energy Minimization | Mar 7, 2022 | Imitation LearningModel Predictive Control | —Unverified | 0 |
| Bayesian Learning Approach to Model Predictive Control | Mar 5, 2022 | modelModel Predictive Control | —Unverified | 0 |
| Autonomous and Resilient Control for Optimal LEO Satellite Constellation Coverage Against Space Threats | Mar 3, 2022 | Model Predictive Control | —Unverified | 0 |