| Reduced Switching-Frequency Modulation Design for Model Predictive Control Based Modular Multilevel Converters | Dec 18, 2019 | Model Predictive Control | —Unverified | 0 | 0 |
| Reducing the Communication of Distributed Model Predictive Control: Autoencoders and Formation Control | Apr 7, 2025 | Distributed OptimizationModel Predictive Control | —Unverified | 0 | 0 |
| Reduction of the Number of Variables in Parametric Constrained Least-Squares Problems | Dec 18, 2020 | BlockingModel Predictive Control | —Unverified | 0 | 0 |
| Regression-Based Model Error Compensation for Hierarchical MPC Building Energy Management System | Jun 15, 2023 | energy managementManagement | —Unverified | 0 | 0 |
| Regret-optimal Estimation and Control | Jun 22, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Regularized Model Predictive Control | May 19, 2025 | modelModel Predictive Control | —Unverified | 0 | 0 |
| Reimagination with Test-time Observation Interventions: Distractor-Robust World Model Predictions for Visual Model Predictive Control | Jun 19, 2025 | modelModel Predictive Control | —Unverified | 0 | 0 |
| Reinforcement Learning based on MPC/MHE for Unmodeled and Partially Observable Dynamics | Mar 22, 2021 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| Reinforcement Learning Based on Real-Time Iteration NMPC | May 11, 2020 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| Reinforcement Learning based on Scenario-tree MPC for ASVs | Mar 22, 2021 | Model Predictive ControlPoint Tracking | —Unverified | 0 | 0 |
| Deterministic policy gradient based optimal control with probabilistic constraints | May 25, 2023 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| Reinforcement Learning for Mixed-Integer Problems Based on MPC | Apr 3, 2020 | Model Predictive ControlQ-Learning | —Unverified | 0 | 0 |
| Reinforcement Learning for Optimal Control of a District Cooling Energy Plant | Mar 14, 2022 | Model Predictive ControlQ-Learning | —Unverified | 0 | 0 |
| Reinforcement learning for robust dynamic metabolic control | Apr 1, 2025 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| Reinforcement Learning from Demonstrations by Novel Interactive Expert and Application to Automatic Berthing Control Systems for Unmanned Surface Vessel | Feb 23, 2022 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| Reinforcement Learning of the Prediction Horizon in Model Predictive Control | Feb 22, 2021 | Model Predictive ControlPrediction | —Unverified | 0 | 0 |
| Relative Distributed Formation and Obstacle Avoidance with Multi-agent Reinforcement Learning | Nov 14, 2021 | Model Predictive ControlMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| Reliably-stabilizing piecewise-affine neural network controllers | Nov 13, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| ReLU Surrogates in Mixed-Integer MPC for Irrigation Scheduling | Sep 18, 2024 | Computational Efficiencyglobal-optimization | —Unverified | 0 | 0 |
| Remote UGV Control via Practical Wireless Channels: A Model Predictive Control Approach | Mar 13, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Research on Flexibility Margin of Electric-Hydrogen Coupling Energy Block Based on Model Predictive Control | Mar 26, 2022 | Model Predictive ControlScheduling | —Unverified | 0 | 0 |
| Reservoir computing for system identification and predictive control with limited data | Oct 23, 2024 | Model Predictive Controlvalid | —Unverified | 0 | 0 |
| Resilient and constrained consensus against adversarial attacks: A distributed MPC framework | Nov 10, 2023 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Resilient Branching MPC for Multi-Vehicle Traffic Scenarios Using Adversarial Disturbance Sequences | Dec 17, 2021 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 | 0 |
| RGB-Only Reconstruction of Tabletop Scenes for Collision-Free Manipulator Control | Oct 21, 2022 | 3D geometryModel Predictive Control | —Unverified | 0 | 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 | 0 |
| Risk-Averse Model Predictive Control for Priced Timed Automata | Oct 27, 2022 | Decision MakingModel Predictive Control | —Unverified | 0 | 0 |
| Risk-Averse MPC via Visual-Inertial Input and Recurrent Networks for Online Collision Avoidance | Jul 28, 2020 | Collision AvoidanceModel Predictive Control | —Unverified | 0 | 0 |
| Risk-Averse Receding Horizon Motion Planning for Obstacle Avoidance using Coherent Risk Measures | Apr 20, 2022 | Model Predictive ControlMotion Planning | —Unverified | 0 | 0 |
| Risk-Aware Lane Selection on Highway with Dynamic Obstacles | Apr 8, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Risk-Aware Real-Time Task Allocation for Stochastic Multi-Agent Systems under STL Specifications | Apr 2, 2024 | Autonomous DrivingModel Predictive Control | —Unverified | 0 | 0 |
| Risk-Sensitive Motion Planning using Entropic Value-at-Risk | Nov 23, 2020 | Model Predictive ControlMotion Planning | —Unverified | 0 | 0 |
| Risk-Sensitive Sequential Action Control with Multi-Modal Human Trajectory Forecasting for Safe Crowd-Robot Interaction | Sep 12, 2020 | Model Predictive ControlTrajectory Forecasting | —Unverified | 0 | 0 |
| RL-Guided MPC for Autonomous Greenhouse Control | Jun 16, 2025 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 | 0 |
| RLO-MPC: Robust Learning-Based Output Feedback MPC for Improving the Performance of Uncertain Systems in Iterative Tasks | Oct 1, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| RoboCraft: Learning to See, Simulate, and Shape Elasto-Plastic Objects with Graph Networks | May 5, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| RoboPack: Learning Tactile-Informed Dynamics Models for Dense Packing | Jul 1, 2024 | Graph Neural NetworkModel Predictive Control | —Unverified | 0 | 0 |
| Robot Deformable Object Manipulation via NMPC-generated Demonstrations in Deep Reinforcement Learning | Feb 17, 2025 | Deep Reinforcement LearningDeformable Object Manipulation | —Unverified | 0 | 0 |
| Robust Adaptive Control Barrier Functions: An Adaptive & Data-Driven Approach to Safety (Extended Version) | May 28, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Robust-Adaptive Interval Predictive Control for Linear Uncertain Systems | Jul 20, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Robust Adaptive Model Predictive Control of Quadrotors | Feb 26, 2021 | modelModel Predictive Control | —Unverified | 0 | 0 |
| Robust Adaptive Model Predictive Control with Worst-Case Cost | Nov 19, 2019 | Model Predictive Control | —Unverified | 0 | 0 |
| Robust adaptive MPC using control contraction metrics | Sep 23, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Robust Adaptive MPC Using Uncertainty Compensation | Sep 24, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| Robust and optimal predictive control of the COVID-19 outbreak | May 7, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Robust constrained nonlinear Model Predictive Control with Gated Recurrent Unit model -- Extended version | Jul 19, 2023 | modelModel Predictive Control | —Unverified | 0 | 0 |
| Robust Constraint Satisfaction in Data-Driven MPC | Mar 15, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Robust contraction-based model predictive control for nonlinear systems | Feb 4, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| Robust Control Co-Design with Receding-Horizon MPC | Apr 5, 2021 | ManagementModel Predictive Control | —Unverified | 0 | 0 |
| Robust Economic Model Predictive Control without Terminal Conditions | Jul 27, 2020 | Model Predictive Control | —Unverified | 0 | 0 |