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| Learning High-Level Policies for Model Predictive Control | Jul 20, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| A Parametrized Nonlinear Predictive Control Strategy for Relaxing COVID-19 Social Distancing Measures in Brazil | Jul 19, 2020 | Model Predictive Control | —Unverified | 0 |
| Stochastic MPC with Dynamic Feedback Gain Selection and Discounted Probabilistic Constraints | Jul 14, 2020 | Model Predictive Control | —Unverified | 0 |
| Distributed Model Predictive Control with Reconfigurable Terminal Ingredients for Reference Tracking | Jul 1, 2020 | Distributed OptimizationModel Predictive Control | —Unverified | 0 |
| Elimination of Redundant Polynomial Constraints and Its Use in Constrained Control | Jun 26, 2020 | Model Predictive Control | —Unverified | 0 |
| Accelerated Deep Reinforcement Learning Based Load Shedding for Emergency Voltage Control | Jun 22, 2020 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| A Reinforcement Learning Approach for Transient Control of Liquid Rocket Engines | Jun 19, 2020 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Model Predictive Control of a Food Production Unit: A Case Study for Lettuce Production | Jun 12, 2020 | Model Predictive Control | —Unverified | 0 |
| Image-Based Model Predictive Control via Dynamic Mode Decomposition | Jun 11, 2020 | Model Predictive Control | —Unverified | 0 |
| From proprioception to long-horizon planning in novel environments: A hierarchical RL model | Jun 11, 2020 | Efficient ExplorationModel Predictive Control | —Unverified | 0 |
| In Proximity of ReLU DNN, PWA Function, and Explicit MPC | Jun 9, 2020 | Model Predictive Control | —Unverified | 0 |
| Online Data Poisoning Attacks | Jun 8, 2020 | Data PoisoningDeep Reinforcement Learning | —Unverified | 0 |
| Bayesian model predictive control: Efficient model exploration and regret bounds using posterior sampling | Jun 8, 2020 | modelModel Predictive Control | —Unverified | 0 |
| Learning-based Stochastic Model Predictive Control with State-Dependent Uncertainty | Jun 8, 2020 | Model Predictive Control | —Unverified | 0 |
| Learning solutions to hybrid control problems using Benders cuts | Jun 8, 2020 | Model Predictive Control | —Unverified | 0 |
| Learning supported Model Predictive Control for Tracking of Periodic References | Jun 8, 2020 | Gaussian ProcessesModel Predictive Control | —Unverified | 0 |
| Cautious Bayesian MPC: Regret Analysis and Bounds on the Number of Unsafe Learning Episodes | Jun 5, 2020 | Model Predictive Control | —Unverified | 0 |
| Minimization of Constraint Violation Probability in Model Predictive Control | Jun 3, 2020 | Model Predictive Control | —Unverified | 0 |
| N 2 C : Neural Network Controller Design Using Behavioral Cloning | Jun 1, 2020 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Control Design for Risk-Based Signal Temporal Logic Specifications | May 30, 2020 | Model Predictive Control | —Unverified | 0 |
| Robust Adaptive Control Barrier Functions: An Adaptive & Data-Driven Approach to Safety (Extended Version) | May 28, 2020 | Model Predictive Control | —Unverified | 0 |
| Verification and Validation of Convex Optimization Algorithms for Model Predictive Control | May 26, 2020 | Model Predictive Control | —Unverified | 0 |