| A Comparison Benchmark for Distributed Hybrid MPC Control Methods: Distributed Vehicle Platooning | Jan 18, 2024 | Autonomous VehiclesModel Predictive Control | CodeCode Available | 1 | 5 |
| Learning-Based Conformal Tube MPC for Safe Control in Interactive Multi-Agent Systems | Apr 4, 2025 | Conformal PredictionModel Predictive Control | CodeCode Available | 1 | 5 |
| Deep Operator Neural Network Model Predictive Control | May 23, 2025 | modelModel Predictive Control | CodeCode Available | 1 | 5 |
| Deep Model Predictive Optimization | Oct 6, 2023 | modelModel Predictive Control | CodeCode Available | 1 | 5 |
| Differentiable Nonlinear Model Predictive Control | May 2, 2025 | modelModel Predictive Control | CodeCode Available | 1 | 5 |
| Adaptive tracking MPC for nonlinear systems via online linear system identification | May 16, 2024 | LEMMAModel Predictive Control | CodeCode Available | 1 | 5 |
| Learning safety in model-based Reinforcement Learning using MPC and Gaussian Processes | Nov 3, 2022 | Gaussian ProcessesModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Differentially Flat Learning-based Model Predictive Control Using a Stability, State, and Input Constraining Safety Filter | Jul 20, 2023 | Computational EfficiencyModel Predictive Control | CodeCode Available | 1 | 5 |
| Discrete Codebook World Models for Continuous Control | Mar 1, 2025 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| DPMPC-Planner: A real-time UAV trajectory planning framework for complex static environments with dynamic obstacles | Sep 14, 2021 | Model Predictive ControlNavigate | CodeCode Available | 1 | 5 |
| Linear Reduced Order Model Predictive Control | Dec 6, 2020 | Computational Efficiencymodel | CodeCode Available | 1 | 5 |
| Gym-ANM: Reinforcement Learning Environments for Active Network Management Tasks in Electricity Distribution Systems | Mar 14, 2021 | ManagementModel Predictive Control | CodeCode Available | 1 | 5 |
| Enhancing Safety in Mixed Traffic: Learning-Based Modeling and Efficient Control of Autonomous and Human-Driven Vehicles | Apr 10, 2024 | Autonomous VehiclesModel Predictive Control | CodeCode Available | 1 | 5 |
| Active Uncertainty Reduction for Safe and Efficient Interaction Planning: A Shielding-Aware Dual Control Approach | Feb 1, 2023 | Autonomous VehiclesModel Predictive Control | CodeCode Available | 1 | 5 |
| Emergent Real-World Robotic Skills via Unsupervised Off-Policy Reinforcement Learning | Apr 27, 2020 | Model Predictive Controlreinforcement-learning | CodeCode Available | 1 | 5 |
| Event-triggered and distributed model predictive control for guaranteed collision avoidance in UAV swarms | Jun 22, 2022 | Collision AvoidanceModel Predictive Control | CodeCode Available | 1 | 5 |
| MPC-Inspired Reinforcement Learning for Verifiable Model-Free Control | Dec 8, 2023 | Deep Reinforcement LearningModel Predictive Control | CodeCode Available | 1 | 5 |
| Active Uncertainty Reduction for Human-Robot Interaction: An Implicit Dual Control Approach | Feb 15, 2022 | Model Predictive ControlMotion Planning | CodeCode Available | 1 | 5 |
| Adjoint Optimisation for Wind Farm Flow Control with a Free-Vortex Wake Model | Aug 24, 2022 | Model Predictive Control | CodeCode Available | 1 | 5 |
| Enhancing Feasibility and Safety of Nonlinear Model Predictive Control with Discrete-Time Control Barrier Functions | May 21, 2021 | Model Predictive Control | CodeCode Available | 1 | 5 |
| Advances in Trajectory Optimization for Space Vehicle Control | Aug 5, 2021 | Model Predictive Control | CodeCode Available | 1 | 5 |
| Adaptive Charging Networks: A Framework for Smart Electric Vehicle Charging | Dec 4, 2020 | Model Predictive ControlScheduling | CodeCode Available | 1 | 5 |
| Accelerating genetic optimization of nonlinear model predictive control by learning optimal search space size | May 14, 2023 | Evolutionary AlgorithmsModel Predictive Control | CodeCode Available | 1 | 5 |
| Autonomous driving using GA-optimized neural network based adaptive LPV-MPC controller | Dec 18, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Efficient Automatic Tuning for Data-driven Model Predictive Control via Meta-Learning | Mar 30, 2024 | Bayesian OptimizationMeta-Learning | CodeCode Available | 1 | 5 |
