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| A Learning-based Model Predictive Control Scheme with Application to Temperature Control Units | Feb 8, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| A Learning-based Nonlinear Model Predictive Controller for a Real Go-Kart based on Black-box Dynamics Modeling through Gaussian Processes | May 29, 2023 | Autonomous DrivingGaussian Processes | —Unverified | 0 | 0 |
| A Learning-based Optimal Market Bidding Strategy for Price-Maker Energy Storage | Jun 4, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Algorithmic Control Improves Residential Building Energy and EV Management when PV Capacity is High but Battery Capacity is Low | May 26, 2025 | Deep Reinforcement Learningenergy management | —Unverified | 0 | 0 |
| Alice's Adventures in the Markovian World | Jul 21, 2019 | Model Predictive Control | —Unverified | 0 | 0 |
| A Lightweight Energy Management Method for Hybrid PV/Battery/Load Systems | Jan 11, 2024 | energy managementManagement | —Unverified | 0 | 0 |
| A Linearly Constrained Nonparametric Framework for Imitation Learning | Sep 15, 2019 | Imitation LearningModel Predictive Control | —Unverified | 0 | 0 |
| A Macroscopic Portfolio Model: From Rational Agents to Bounded Rationality | Oct 26, 2018 | Model Predictive ControlPortfolio Optimization | —Unverified | 0 | 0 |