| Robust Tube-based Model Predictive Control with Koopman Operators--Extended Version | Aug 30, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Robust Variable-Horizon MPC with Adaptive Terminal Constraints | Oct 11, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Rocket Landing Control with Grid Fins and Path-following using MPC | May 25, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Rolling Ahead Diffusion for Traffic Scene Simulation | Feb 13, 2025 | Computational EfficiencyModel Predictive Control | —Unverified | 0 | 0 |
| Ro-To-Go! Robust Reactive Control with Signal Temporal Logic | Feb 28, 2025 | Decision MakingModel Predictive Control | —Unverified | 0 | 0 |
| RTI-NMPC for Control of Autonomous Vehicles Using Implicit Discretization Methods | Oct 16, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| Safe Adaptive Cruise Control Under Perception Uncertainty: A Deep Ensemble and Conformal Tube Model Predictive Control Approach | Dec 5, 2024 | Autonomous DrivingConformal Prediction | —Unverified | 0 | 0 |
| Safe and Efficient Model Predictive Control Using Neural Networks: An Interior Point Approach | Mar 23, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Safe and Fast Tracking on a Robot Manipulator: Robust MPC and Neural Network Control | Dec 22, 2019 | Model Predictive Control | —Unverified | 0 | 0 |
| Safe and Stable Closed-Loop Learning for Neural-Network-Supported Model Predictive Control | Sep 16, 2024 | Bayesian OptimizationModel Predictive Control | —Unverified | 0 | 0 |
| Safe Beyond the Horizon: Efficient Sampling-based MPC with Neural Control Barrier Functions | Feb 20, 2025 | CPUModel Predictive Control | —Unverified | 0 | 0 |
| Safe-by-Construction Autonomous Vehicle Overtaking using Control Barrier Functions and Model Predictive Control | Oct 10, 2023 | Autonomous DrivingModel Predictive Control | —Unverified | 0 | 0 |
| Safe-by-Design Planner-Tracker Synthesis | Jan 12, 2022 | Model Predictive ControlTrajectory Planning | —Unverified | 0 | 0 |
| Recursively Feasible Chance-constrained Model Predictive Control under Gaussian Mixture Model Uncertainty | Jan 8, 2024 | Autonomous Drivingmodel | —Unverified | 0 | 0 |
| Safe Collective Control under Noisy Inputs and Competing Constraints via Non-Smooth Barrier Functions | Nov 6, 2023 | Model Predictive ControlStochastic Optimization | —Unverified | 0 | 0 |
| Safe Data-Driven Predictive Control | Apr 11, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| Safe end-to-end imitation learning for model predictive control | Mar 27, 2018 | Autonomous DrivingImitation Learning | —Unverified | 0 | 0 |
| A predictive safety filter for learning-based control of constrained nonlinear dynamical systems | Dec 13, 2018 | Model Predictive ControlReinforcement Learning | —Unverified | 0 | 0 |
| Safe Hierarchical Model Predictive Control and Planning for Autonomous Systems | Mar 27, 2022 | Autonomous VehiclesCollision Avoidance | —Unverified | 0 | 0 |
| Safe, Learning-Based MPC for Highway Driving under Lane-Change Uncertainty: A Distributionally Robust Approach | Jun 27, 2022 | Model Predictive ControlMotion Planning | —Unverified | 0 | 0 |
| Safe Learning-Based Optimization of Model Predictive Control: Application to Battery Fast-Charging | Oct 7, 2024 | Bayesian OptimizationModel Predictive Control | —Unverified | 0 | 0 |
| Safe Reinforcement Learning-based Control for Hydrogen Diesel Dual-Fuel Engines | Feb 13, 2025 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Safe Reinforcement Learning with Chance-constrained Model Predictive Control | Dec 27, 2021 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| Learning for MPC with Stability & Safety Guarantees | Dec 14, 2020 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| Safe Stochastic Model Predictive Control | Apr 13, 2022 | modelModel Predictive Control | —Unverified | 0 | 0 |