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| Efficient Batch and Recursive Least Squares for Matrix Parameter Estimation | Apr 16, 2024 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Adaptive Economic Model Predictive Control for linear systems with performance guarantees | Mar 27, 2024 | 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 |
| 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 |
| 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 |
| A Fast Integrated Planning and Control Framework for Autonomous Driving via Imitation Learning | Jul 9, 2017 | Autonomous DrivingImitation Learning | —Unverified | 0 |
