| An overview of systems-theoretic guarantees in data-driven model predictive control | Jun 6, 2024 | LEMMAModel Predictive Control | —Unverified | 0 |
| AC4MPC: Actor-Critic Reinforcement Learning for Nonlinear Model Predictive Control | Jun 6, 2024 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| CommonPower: A Framework for Safe Data-Driven Smart Grid Control | Jun 5, 2024 | Benchmarkingenergy management | CodeCode Available | 1 |
| Nonlinear Model Predictive Control for Preview-Based Traction Control | Jun 4, 2024 | FrictionModel Predictive Control | —Unverified | 0 |
| Nonlinear Model Predictive Control for Enhanced Path Tracking and Autonomous Drifting through Direct Yaw Moment Control and Rear-Wheel-Steering | Jun 4, 2024 | Model Predictive Control | —Unverified | 0 |
| Dropout MPC: An Ensemble Neural MPC Approach for Systems with Learned Dynamics | Jun 4, 2024 | Model Predictive Control | —Unverified | 0 |
| Model Predictive Control and Reinforcement Learning: A Unified Framework Based on Dynamic Programming | Jun 2, 2024 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 |
| Sensitivity Analysis for Piecewise-Affine Approximations of Nonlinear Programs with Polytopic Constraints | May 30, 2024 | Model Predictive ControlSensitivity | —Unverified | 0 |
| Differentially-Private Distributed Model Predictive Control of Linear Discrete-Time Systems with Global Constraints | May 29, 2024 | Distributed OptimizationModel Predictive Control | —Unverified | 0 |
| Convex neural network synthesis for robustness in the 1-norm | May 29, 2024 | Model Predictive ControlNavigate | CodeCode Available | 0 |
| Reinforced Model Predictive Control via Trust-Region Quasi-Newton Policy Optimization | May 28, 2024 | Model Predictive Controlreinforcement-learning | CodeCode Available | 0 |
| Socially-Aware Shared Control Navigation for Assistive Mobile Robots in the Built Environment | May 27, 2024 | Autonomous NavigationModel Predictive Control | —Unverified | 0 |
| Safe Deep Model-Based Reinforcement Learning with Lyapunov Functions | May 25, 2024 | Model-based Reinforcement LearningModel Predictive Control | CodeCode Available | 0 |
| Rocket Landing Control with Grid Fins and Path-following using MPC | May 25, 2024 | Model Predictive Control | —Unverified | 0 |
| Automatic parking planning control method based on improved A* algorithm | May 24, 2024 | Autonomous DrivingModel Predictive Control | —Unverified | 0 |
| Energy-efficient predictive control for connected, automated driving under localization uncertainty | May 22, 2024 | Model Predictive Control | —Unverified | 0 |
| Uncertainty-Aware DRL for Autonomous Vehicle Crowd Navigation in Shared Space | May 22, 2024 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 1 |
| Efficient Economic Model Predictive Control of Water Treatment Process with Learning-based Koopman Operator | May 21, 2024 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| A Simulation Tool for V2G Enabled Demand Response Based on Model Predictive Control | May 20, 2024 | energy managementManagement | CodeCode Available | 2 |
| Multi-Objective Learning Model Predictive Control | May 19, 2024 | modelModel Predictive Control | CodeCode Available | 0 |
| Distributed Model Predictive Control for Asynchronous Multi-agent Systems with Self-Triggered Coordinator | May 17, 2024 | Model Predictive Control | —Unverified | 0 |
| Recursively Feasible Shrinking-Horizon MPC in Dynamic Environments with Conformal Prediction Guarantees | May 17, 2024 | Conformal PredictionModel Predictive Control | —Unverified | 0 |
| Self-Triggered Distributed Model Predictive Control with Synchronization Parameters Interaction | May 17, 2024 | Model Predictive Control | —Unverified | 0 |
| Adaptive tracking MPC for nonlinear systems via online linear system identification | May 16, 2024 | LEMMAModel Predictive Control | CodeCode Available | 1 |
| Efficient model predictive control for nonlinear systems modelled by deep neural networks | May 16, 2024 | Model Predictive Control | —Unverified | 0 |