| Real-time Neural-MPC: Deep Learning Model Predictive Control for Quadrotors and Agile Robotic Platforms | Mar 15, 2022 | Model Predictive Control | CodeCode Available | 2 |
| Model predictive control and moving horizon estimation for adaptive optimal bolus feeding in high-throughput cultivation of E. coli | Mar 14, 2022 | Model Predictive Control | —Unverified | 0 |
| A novel constraint tightening approach for robust data-driven predictive control | Mar 14, 2022 | LEMMAModel Predictive Control | —Unverified | 0 |
| Reinforcement Learning for Optimal Control of a District Cooling Energy Plant | Mar 14, 2022 | Model Predictive ControlQ-Learning | —Unverified | 0 |
| Adaptive Model Predictive Control by Learning Classifiers | Mar 13, 2022 | Bayesian OptimisationDensity Ratio Estimation | —Unverified | 0 |
| Multi-step dual control for exploration and exploitation in autonomous search with convergence guarantee | Mar 12, 2022 | Model Predictive Control | —Unverified | 0 |
| Temporal Difference Learning for Model Predictive Control | Mar 9, 2022 | continuous-controlContinuous Control | CodeCode Available | 2 |
| Learning Solution Manifolds for Control Problems via Energy Minimization | Mar 7, 2022 | Imitation LearningModel Predictive Control | —Unverified | 0 |
| Bayesian Learning Approach to Model Predictive Control | Mar 5, 2022 | modelModel Predictive Control | —Unverified | 0 |
| Autonomous and Resilient Control for Optimal LEO Satellite Constellation Coverage Against Space Threats | Mar 3, 2022 | Model Predictive Control | —Unverified | 0 |
