| Proactive Emergency Collision Avoidance for Automated Driving in Highway Scenarios | Oct 26, 2023 | Collision AvoidanceComputational Efficiency | —Unverified | 0 | 0 |
| Probabilistically Input-to-State Stable Stochastic Model Predictive Control | Oct 10, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Probabilistically Robust Trajectory Planning of Multiple Aerial Agents | Sep 19, 2024 | Model Predictive ControlTrajectory Planning | —Unverified | 0 | 0 |
| Probabilistically safe controllers based on control barrier functions and scenario model predictive control | Sep 10, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Probabilistic Conformance for Cyber-Physical Systems | Aug 3, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Probabilistic performance validation of deep learning-based robust NMPC controllers | Oct 30, 2019 | Deep LearningModel Predictive Control | —Unverified | 0 | 0 |
| Progressive Smoothing for Motion Planning in Real-Time NMPC | Mar 4, 2024 | Autonomous DrivingModel Predictive Control | —Unverified | 0 | 0 |
| Protecting residential electrical panels and service through model predictive control: A field study | Sep 7, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Proto-MPC: An Encoder-Prototype-Decoder Approach for Quadrotor Control in Challenging Winds | Jan 27, 2024 | DecoderMeta-Learning | —Unverified | 0 | 0 |
| PSO-Based Adaptive NMPC for Uranium Extraction-Scrubbing Operation in Spent Nuclear Fuel Treatment Process | Feb 6, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Pulse Width Modulation Method Applied to Nonlinear Model Predictive Control on an Under-actuated Small Satellite | Jan 21, 2024 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Puppeteer and Marionette: Learning Anticipatory Quadrupedal Locomotion Based on Interactions of a Central Pattern Generator and Supraspinal Drive | Feb 26, 2023 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 | 0 |
| QSID-MPC: Model Predictive Control with System Identification from Quantized Data | Mar 24, 2025 | Model Predictive ControlQuantization | —Unverified | 0 | 0 |
| QT-TDM: Planning With Transformer Dynamics Model and Autoregressive Q-Learning | Jul 26, 2024 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Quantum optimization for Nonlinear Model Predictive Control | Oct 25, 2024 | modelModel Predictive Control | —Unverified | 0 | 0 |
| R^2NMPC: A Real-Time Reduced Robustified Nonlinear Model Predictive Control with Ellipsoidal Uncertainty Sets for Autonomous Vehicle Motion Control | Nov 10, 2023 | Model Predictive ControlState Estimation | —Unverified | 0 | 0 |
| RADMPC: A Fast Decentralized Approach for Chance-Constrained Multi-Vehicle Path-Planning | Nov 25, 2018 | Model Predictive Control | —Unverified | 0 | 0 |
| RAMP-Net: A Robust Adaptive MPC for Quadrotors via Physics-informed Neural Network | Sep 19, 2022 | Model Predictive Controlregression | —Unverified | 0 | 0 |
| Randomized-to-Canonical Model Predictive Control for Real-world Visual Robotic Manipulation | Jul 5, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Reachability-Based Contingency Planning against Multi-Modal Predictions with Branch MPC | Feb 4, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| Reactive motion planning with probabilistic safety guarantees | Nov 6, 2020 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 | 0 |
| Reactive Navigation under Non-Parametric Uncertainty through Hilbert Space Embedding of Probabilistic Velocity Obstacles | Jan 21, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Real-Time Anomaly Detection and Reactive Planning with Large Language Models | Jul 11, 2024 | Anomaly DetectionAutonomous Vehicles | —Unverified | 0 | 0 |
| Real-Time Decision-Making for Digital Twin in Additive Manufacturing with Model Predictive Control using Time-Series Deep Neural Networks | Jan 10, 2025 | Decision MakingModel Predictive Control | —Unverified | 0 | 0 |
| Real-Time Dispatching of Large-Scale Ride-Sharing Systems: Integrating Optimization, Machine Learning, and Model Predictive Control | Mar 24, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Real-Time Distributed Model Predictive Control with Limited Communication Data Rates | Aug 26, 2022 | Distributed OptimizationModel Predictive Control | —Unverified | 0 | 0 |
| Real-Time Dynamic Layout Optimization for Floating Offshore Wind Farm Control | Jan 16, 2024 | Model Predictive ControlPoint Tracking | —Unverified | 0 | 0 |
| Real-time Eco-Driving Control in Electrified Connected and Autonomous Vehicles using Approximate Dynamic Programming | Aug 5, 2021 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 | 0 |
| Real-time implementation of MPC for tracking in embedded systems: Application to a two-wheeled inverted pendulum | Mar 26, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Real-Time Model Predictive Control for the Swing-Up Problem of an Underactuated Double Pendulum | Apr 7, 2025 | AcrobotModel Predictive Control | —Unverified | 0 | 0 |
| Real-time MPC with Control Barrier Functions for Autonomous Driving using Safety Enhanced Collocation | Jan 12, 2024 | Autonomous DrivingModel Predictive Control | —Unverified | 0 | 0 |
| Real-time Nonlinear Model Predictive Control using One-step Optimizations and Reachable Sets | Apr 12, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| Real-time Nonlinear MPC Strategy with Full Vehicle Validation for Autonomous Driving | Oct 7, 2021 | Autonomous DrivingC++ code | —Unverified | 0 | 0 |
| Real-time Operation Optimization of Microgrids with Battery Energy Storage System: A Tube-based Model Predictive Control Approach | Apr 10, 2021 | energy managementManagement | —Unverified | 0 | 0 |
| Real-time Projected Gradient-based Nonlinear Model Predictive Control with an Application to Anesthesia Control | Nov 14, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Real-Time Reconfiguration and Connectivity Maintenance for AUVs Network Under External Disturbances using Distributed Nonlinear Model Predictive Control | Mar 23, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Real-time Regulation of Detention Ponds via Feedback Control: Balancing Flood Mitigation and Water Quality | Mar 7, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Real-to-Sim: Predicting Residual Errors of Robotic Systems with Sparse Data using a Learning-based Unscented Kalman Filter | Sep 7, 2022 | Model Predictive ControlTrajectory Planning | —Unverified | 0 | 0 |
| Real-world challenges for multi-agent reinforcement learning in grid-interactive buildings | Nov 25, 2021 | Model Predictive ControlMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| The Smart Buildings Control Suite: A Diverse Open Source Benchmark to Evaluate and Scale HVAC Control Policies for Sustainability | Oct 2, 2024 | Model Predictive ControlOffline RL | —Unverified | 0 | 0 |
| Receding Horizon Games with Coupling Constraints for Demand-Side Management | Jun 3, 2022 | ManagementModel Predictive Control | —Unverified | 0 | 0 |
| Recent advancements on MPC for tracking: periodic and harmonic formulations | Jun 24, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Reconfigurable Plug-and-play Distributed Model Predictive Control for Reference Tracking | Jul 19, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Reconfiguration of a satellite constellation in circular formation orbit with decentralized model predictive control | Jan 25, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Recurrent Model Predictive Control | Feb 23, 2021 | modelModel Predictive Control | —Unverified | 0 | 0 |
| Recurrent Model Predictive Control: Learning an Explicit Recurrent Controller for Nonlinear Systems | Feb 20, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Recurrent Neural Network Training with Convex Loss and Regularization Functions by Extended Kalman Filtering | Nov 4, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Recursively Feasible Shrinking-Horizon MPC in Dynamic Environments with Conformal Prediction Guarantees | May 17, 2024 | Conformal PredictionModel Predictive Control | —Unverified | 0 | 0 |
| Recursively feasible stochastic predictive control using an interpolating initial state constraint -- extended version | Mar 2, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Reduced-Order Model Predictive Control of a Fish Schooling Model | Mar 4, 2023 | modelModel Predictive Control | —Unverified | 0 | 0 |