| A Parametrized Nonlinear Predictive Control Strategy for Relaxing COVID-19 Social Distancing Measures in Brazil | Jul 19, 2020 | Model Predictive Control | —Unverified | 0 |
| Efficient Batch and Recursive Least Squares for Matrix Parameter Estimation | Apr 16, 2024 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| A Finite Element Method Approach for Trajectory Generation via Time-Optimal Control and Model Predictive Control Tracking | Oct 6, 2023 | Model Predictive Control | —Unverified | 0 |
| Efficient Data-Driven MPC for Demand Response of Commercial Buildings | Jan 28, 2024 | energy managementModel Predictive Control | —Unverified | 0 |
| Efficient Deep Learning of Robust, Adaptive Policies using Tube MPC-Guided Data Augmentation | Mar 28, 2023 | Data AugmentationImitation Learning | —Unverified | 0 |
| Efficient Economic Model Predictive Control of Water Treatment Process with Learning-based Koopman Operator | May 21, 2024 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| Adaptive Economic Model Predictive Control for linear systems with performance guarantees | Mar 27, 2024 | Model Predictive Control | —Unverified | 0 |
| Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions | Sep 28, 2020 | Efficient ExplorationGaussian Processes | —Unverified | 0 |
| Efficient implementation of MPC for tracking using ADMM by decoupling its semi-banded structure | Feb 15, 2024 | Model Predictive Control | —Unverified | 0 |
| Efficient model predictive control for nonlinear systems modelled by deep neural networks | May 16, 2024 | Model Predictive Control | —Unverified | 0 |
| A Computationally Efficient Robust Model Predictive Control Framework for Ecological Adaptive Cruise Control Strategy of Electric Vehicles | Nov 21, 2022 | Model Predictive Control | —Unverified | 0 |
| A Fast Integrated Planning and Control Framework for Autonomous Driving via Imitation Learning | Jul 9, 2017 | Autonomous DrivingImitation Learning | —Unverified | 0 |
| Antifragile Perimeter Control: Anticipating and Gaining from Disruptions with Reinforcement Learning | Feb 20, 2024 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Adaptive Distributed Observer-based Model Predictive Control for Multi-agent Formation with Resilience to Communication Link Faults | Oct 31, 2024 | Model Predictive Control | —Unverified | 0 |
| Conditional Diffusion with Less Explicit Guidance via Model Predictive Control | Oct 21, 2022 | Model Predictive Control | —Unverified | 0 |
| ConBaT: Control Barrier Transformer for Safe Policy Learning | Mar 7, 2023 | Imitation LearningModel Predictive Control | —Unverified | 0 |
| An overview of systems-theoretic guarantees in data-driven model predictive control | Jun 6, 2024 | LEMMAModel Predictive Control | —Unverified | 0 |
| ProSpec RL: Plan Ahead, then Execute | Jul 31, 2024 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 |
| Computation of Feedback Control Laws Based on Switched Tracking of Demonstrations | Nov 25, 2020 | Model Predictive Control | —Unverified | 0 |
| A novel learning-based robust model predictive control energy management strategy for fuel cell electric vehicles | Sep 12, 2022 | energy managementManagement | —Unverified | 0 |
| Computationally Efficient System Level Tube-MPC for Uncertain Systems | Jun 18, 2024 | Model Predictive Control | —Unverified | 0 |
| Computationally Efficient Safe Reinforcement Learning for Power Systems | Oct 20, 2021 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| A novel constraint tightening approach for robust data-driven predictive control | Mar 14, 2022 | LEMMAModel Predictive Control | —Unverified | 0 |
| Neural Lyapunov Model Predictive Control: Learning Safe Global Controllers from Sub-optimal Examples | Feb 21, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Computationally efficient robust MPC using optimized constraint tightening | Apr 5, 2022 | Model Predictive Control | —Unverified | 0 |