| V2X-Assisted Distributed Computing and Control Framework for Connected and Automated Vehicles under Ramp Merging Scenario | Oct 30, 2024 | Distributed ComputingModel Predictive Control | CodeCode Available | 0 |
| Goal-Conditioned End-to-End Visuomotor Control for Versatile Skill Primitives | Mar 19, 2020 | Imitation LearningMeta-Learning | CodeCode Available | 0 |
| Model-Free Adaptive Optimal Control of Episodic Fixed-Horizon Manufacturing Processes using Reinforcement Learning | Sep 18, 2018 | Model Predictive ControlQ-Learning | CodeCode Available | 0 |
| Adaptive Economic Model Predictive Control: Performance Guarantees for Nonlinear Systems | Dec 17, 2024 | Model Predictive Control | CodeCode Available | 0 |
| Navigating the Human Maze: Real-Time Robot Pathfinding with Generative Imitation Learning | Aug 7, 2024 | Imitation LearningModel Predictive Control | CodeCode Available | 0 |
| RNN-based linear parameter varying adaptive model predictive control for autonomous driving | Oct 14, 2024 | Autonomous DrivingModel Predictive Control | CodeCode Available | 0 |
| The Value of Planning for Infinite-Horizon Model Predictive Control | Apr 7, 2021 | Model Predictive ControlReinforcement Learning (RL) | CodeCode Available | 0 |
| Optimal Control of Grid-Interfacing Inverters With Current Magnitude Limits | Sep 30, 2023 | Model Predictive Control | CodeCode Available | 0 |
| Global Performance Guarantees for Localized Model Predictive Control | Mar 20, 2023 | modelModel Predictive Control | CodeCode Available | 0 |
| Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems | Aug 14, 2024 | energy managementManagement | CodeCode Available | 0 |
| Experimental validation of an explicit flatness-based MPC design for quadcopter position tracking | Aug 30, 2023 | Model Predictive ControlPosition | CodeCode Available | 0 |
| Introducing a Deep Neural Network-based Model Predictive Control Framework for Rapid Controller Implementation | Oct 12, 2023 | Model Predictive Control | CodeCode Available | 0 |
| From perception to control: an autonomous driving system for a formula student driverless car | Aug 31, 2019 | Autonomous DrivingModel Predictive Control | CodeCode Available | 0 |
| Receding Hamiltonian-Informed Optimal Neural Control and State Estimation for Closed-Loop Dynamical Systems | Nov 2, 2024 | Model Predictive ControlState Estimation | CodeCode Available | 0 |
| Stability Verification of Neural Network Controllers using Mixed-Integer Programming | Jun 27, 2022 | Model Predictive Control | CodeCode Available | 0 |
| Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning | Aug 8, 2017 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| A Neural-Network-Based Model Predictive Control of Three-Phase Inverter With an Output LC Filter | Feb 22, 2019 | Model Predictive Control | CodeCode Available | 0 |
| Analyzing Fitts' Law using Offline and Online Optimal Control with Motor Noise | Oct 3, 2024 | Model Predictive Control | CodeCode Available | 0 |
| Flood Risk Mitigation and Valve Control in Stormwater Systems: State-Space Modeling, Control Algorithms, and Case Studies | May 2, 2022 | ManagementModel Predictive Control | CodeCode Available | 0 |
| A Feedback Linearized Model Predictive Control Strategy for Input-Constrained Self-Driving Cars | May 2, 2024 | Model Predictive ControlSelf-Driving Cars | CodeCode Available | 0 |
| Data-driven Model Predictive Control using MATLAB | May 11, 2025 | modelModel Predictive Control | CodeCode Available | 0 |
| Intermittent non-pharmaceutical strategies to mitigate the COVID-19 epidemic in a network model of Italy via constrained optimization | Mar 25, 2021 | Model Predictive ControlUnity | CodeCode Available | 0 |
| SABER: Data-Driven Motion Planner for Autonomously Navigating Heterogeneous Robots | Aug 3, 2021 | Model Predictive ControlMotion Planning | CodeCode Available | 0 |
| A view on learning robust goal-conditioned value functions: Interplay between RL and MPC | Feb 10, 2025 | Model Predictive ControlReinforcement Learning (RL) | CodeCode Available | 0 |
| Conformal Data-driven Control of Stochastic Multi-Agent Systems under Collaborative Signal Temporal Logic Specifications | Apr 6, 2025 | Conformal PredictionModel Predictive Control | CodeCode Available | 0 |
| Optimal Operation of a Building with Electricity-Heat Networks and Seasonal Storage | Sep 13, 2024 | Model Predictive ControlPrediction | CodeCode Available | 0 |
| System Level Synthesis for Affine Control Policies: Model Based and Data-Driven Settings | Apr 2, 2025 | Model Predictive Control | CodeCode Available | 0 |
| Safe and Near-Optimal Policy Learning for Model Predictive Control using Primal-Dual Neural Networks | Jun 19, 2019 | Model Predictive Control | CodeCode Available | 0 |
| Safe and Non-Conservative Trajectory Planning for Autonomous Driving Handling Unanticipated Behaviors of Traffic Participants | Jun 19, 2024 | Autonomous DrivingModel Predictive Control | CodeCode Available | 0 |
| Model Predictive Control for Integrated Lateral Stability | Jun 9, 2023 | modelModel Predictive Control | CodeCode Available | 0 |
| Mitigating Traffic Oscillations in Mixed Traffic Flow with Scalable Deep Koopman Predictive Control | Jan 27, 2025 | Model Predictive ControlTrajectory Prediction | CodeCode Available | 0 |
| FIDLAR: Forecast-Informed Deep Learning Architecture for Flood Mitigation | Feb 20, 2024 | Deep LearningManagement | CodeCode Available | 0 |