| Steady-State Error Compensation in Reference Tracking and Disturbance Rejection Problems for Reinforcement Learning-Based Control | Jan 31, 2022 | Model Predictive ControlReinforcement Learning (RL) | CodeCode Available | 0 |
| The Challenges of Exploration for Offline Reinforcement Learning | Jan 27, 2022 | Model Predictive ControlOffline RL | —Unverified | 0 |
| Distributed Stochastic Model Predictive Control for Human-Leading Heavy-Duty Truck Platoon | Jan 27, 2022 | Model Predictive Control | —Unverified | 0 |
| Implementation of Advanced Wind Turbine Controllers for Scaled Turbine Testing in a Wind Tunnel | Jan 26, 2022 | Model Predictive Control | —Unverified | 0 |
| A Cooperation-Aware Lane Change Method for Autonomous Vehicles | Jan 26, 2022 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 |
| Reconfiguration of a satellite constellation in circular formation orbit with decentralized model predictive control | Jan 25, 2022 | Model Predictive Control | —Unverified | 0 |
| RHONN Modelling-enabled Nonlinear Predictive Control for Lateral Dynamics Stabilization of An In-wheel Motor Driven Vehicle | Jan 21, 2022 | Model Predictive Control | —Unverified | 0 |
| Uncertainty-Cognizant Model Predictive Control for Energy Management of Residential Buildings with PVT and Thermal Energy Storage | Jan 21, 2022 | energy managementManagement | —Unverified | 0 |
| Distributed Stochastic Model Predictive Control for an Urban Traffic Network | Jan 20, 2022 | Model Predictive ControlTraffic Signal Control | —Unverified | 0 |
| Safe-by-Design Planner-Tracker Synthesis | Jan 12, 2022 | Model Predictive ControlTrajectory Planning | —Unverified | 0 |
| Embedded Model Predictive Control Using Robust Penalty Method | Jan 7, 2022 | Model Predictive Control | —Unverified | 0 |
| Pruning deep neural networks generates a sparse, bio-inspired nonlinear controller for insect flight | Jan 5, 2022 | Model Predictive ControlNetwork Pruning | CodeCode Available | 0 |
| Robust economic MPC of the absorption column in post-combustion carbon capture through zone tracking | Jan 5, 2022 | FLUEModel Predictive Control | —Unverified | 0 |
| Sensitivity-based dynamic performance assessment for model predictive control with Gaussian noise | Jan 5, 2022 | Model Predictive ControlSensitivity | —Unverified | 0 |
| Deep Learning-based Predictive Control of Battery Management for Frequency Regulation | Jan 4, 2022 | ManagementModel Predictive Control | CodeCode Available | 0 |
| Adaptive Model Predictive Control of Wheeled Mobile Robots | Jan 3, 2022 | modelModel Predictive Control | —Unverified | 0 |
| Safe Reinforcement Learning with Chance-constrained Model Predictive Control | Dec 27, 2021 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Learning Based Model Predictive Control for Quadcopters with Dual Gaussian Process | Dec 22, 2021 | Model Predictive Control | —Unverified | 0 |
| Model predictive control guided with optimal experimental design for pulse-based parallel cultivation | Dec 20, 2021 | Experimental DesignModel Predictive Control | —Unverified | 0 |
| Privacy-Preserving Nonlinear Cloud-based Model Predictive Control via Affine Masking | Dec 20, 2021 | Cloud ComputingModel Predictive Control | —Unverified | 0 |
| Resilient Branching MPC for Multi-Vehicle Traffic Scenarios Using Adversarial Disturbance Sequences | Dec 17, 2021 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 |
| Experimental Data-Driven Model Predictive Control of a Hospital HVAC System During Regular Use | Dec 14, 2021 | Gaussian ProcessesModel Predictive Control | —Unverified | 0 |
| Interaction-Aware Trajectory Prediction and Planning for Autonomous Vehicles in Forced Merge Scenarios | Dec 14, 2021 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 |
| Composing MPC with LQR and Neural Network for Amortized Efficiency and Stable Control | Dec 14, 2021 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| LSTM-based model predictive control with discrete inputs for irrigation scheduling | Dec 12, 2021 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| Knowledge-based optimal irrigation scheduling of agro-hydrological systems | Dec 12, 2021 | Model Predictive ControlScheduling | —Unverified | 0 |
| Parallelized Robust Distributed Model Predictive Control in the Presence of Coupled State Constraints | Dec 11, 2021 | Model Predictive Control | —Unverified | 0 |
| Economic MPC-based planning for marine vehicles: Tuning safety and energy efficiency | Dec 10, 2021 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Data-driven tube-based stochastic predictive control | Dec 8, 2021 | LEMMAModel Predictive Control | —Unverified | 0 |
| Secure learning-based MPC via garbled circuit | Dec 7, 2021 | Model Predictive Control | —Unverified | 0 |
| Policy Search for Model Predictive Control with Application to Agile Drone Flight | Dec 7, 2021 | Model Predictive Control | —Unverified | 0 |
| Global Convergence of Online Optimization for Nonlinear Model Predictive Control | Dec 1, 2021 | Model Predictive Control | —Unverified | 0 |
| Robust Resource-Aware Self-triggered Model Predictive Control | Dec 1, 2021 | modelModel Predictive Control | —Unverified | 0 |
| Online Learning for Predictive Control with Provable Regret Guarantees | Nov 30, 2021 | Model Predictive Control | —Unverified | 0 |
| Real-world challenges for multi-agent reinforcement learning in grid-interactive buildings | Nov 25, 2021 | Model Predictive ControlMulti-agent Reinforcement Learning | —Unverified | 0 |
| Data-driven synthesis of Robust Invariant Sets and Controllers | Nov 18, 2021 | Model Predictive Control | —Unverified | 0 |
| Batch Model Predictive Control for Selective Laser Melting | Nov 16, 2021 | Model Predictive Control | —Unverified | 0 |
| Performance bounds of adaptive MPC with bounded parameter uncertainties | Nov 15, 2021 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Relative Distributed Formation and Obstacle Avoidance with Multi-agent Reinforcement Learning | Nov 14, 2021 | Model Predictive ControlMulti-agent Reinforcement Learning | —Unverified | 0 |
| Eco-Coasting Strategies Using Road Grade Preview: Evaluation and Online Implementation Based on Mixed Integer Model Predictive Control | Nov 14, 2021 | Model Predictive Control | —Unverified | 0 |
| Reliably-stabilizing piecewise-affine neural network controllers | Nov 13, 2021 | Model Predictive Control | —Unverified | 0 |
| Model Predictive Control for a Medium-head Hydropower Plant Hybridized with Battery Energy Storage to Reduce Penstock Fatigue | Nov 9, 2021 | Model Predictive Control | —Unverified | 0 |
| A Comparison of Model-Free and Model Predictive Control for Price Responsive Water Heaters | Nov 8, 2021 | CPUmodel | —Unverified | 0 |
| Optimization of the Model Predictive Control Meta-Parameters Through Reinforcement Learning | Nov 7, 2021 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Stress-informed Control of Medium- and High-head Hydropower Plants to Reduce Penstock Fatigue | Nov 5, 2021 | Model Predictive Control | —Unverified | 0 |
| System Level Disturbance Reachable Sets and their Application to Tube-based MPC | Nov 5, 2021 | Model Predictive Control | —Unverified | 0 |
| Artificial Neural Network-Based Voltage Control of DC/DC Converter for DC Microgrid Applications | Nov 5, 2021 | Model Predictive Control | —Unverified | 0 |
| Learning Model Predictive Controllers for Real-Time Ride-Hailing Vehicle Relocation and Pricing Decisions | Nov 5, 2021 | Model Predictive Control | —Unverified | 0 |
| Recurrent Neural Network Training with Convex Loss and Regularization Functions by Extended Kalman Filtering | Nov 4, 2021 | Model Predictive Control | —Unverified | 0 |
| Load Restoration in Islanded Microgrids: Formulation and Solution Strategies | Nov 3, 2021 | Model Predictive Control | —Unverified | 0 |