| 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 |
| Constrained nonlinear output regulation using model predictive control -- extended version | May 25, 2020 | Model Predictive Control | —Unverified | 0 |
| Learning to Charge RF-Energy Harvesting Devices in WiFi Networks | May 25, 2020 | Model Predictive Control | —Unverified | 0 |
| Economic model predictive control for snake robot locomotion | May 22, 2020 | modelModel Predictive Control | CodeCode Available | 0 |
| An Optimal Predictive Control Strategy for COVID-19 (SARS-CoV-2) Social Distancing Policies in Brazil | May 21, 2020 | Model Predictive Control | —Unverified | 0 |
| Reinforcement Learning Based on Real-Time Iteration NMPC | May 11, 2020 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| On the use of Data-Driven Cost Function Identification in Parametrized NMPC | May 8, 2020 | Model Predictive Control | —Unverified | 0 |
| On Training and Evaluation of Neural Network Approaches for Model Predictive Control | May 8, 2020 | Model Predictive Control | —Unverified | 0 |
| Robust and optimal predictive control of the COVID-19 outbreak | May 7, 2020 | Model Predictive Control | —Unverified | 0 |
| A Framework for Quasi Time-Optimal Nonlinear Model Predictive Control with Soft Constraints | May 6, 2020 | Model Predictive Control | —Unverified | 0 |
| Localized active learning of Gaussian process state space models | May 4, 2020 | Active LearningModel Predictive Control | —Unverified | 0 |
| Learning Model Predictive Control for Competitive Autonomous Racing | May 2, 2020 | Autonomous Racingmodel | —Unverified | 0 |
| TS-MPC for Autonomous Vehicle using a Learning Approach | Apr 29, 2020 | Autonomous DrivingModel Predictive Control | —Unverified | 0 |
| MMC-Based Distributed Maximum Power Point Tracking for Photovoltaic Systems | Apr 27, 2020 | Model Predictive ControlPoint Tracking | —Unverified | 0 |
| Approximate Inverse Reinforcement Learning from Vision-based Imitation Learning | Apr 17, 2020 | Autonomous DrivingImitation Learning | —Unverified | 0 |
| Data-Driven Distributed Stochastic Model Predictive Control with Closed-Loop Chance Constraint Satisfaction | Apr 6, 2020 | Model Predictive Control | —Unverified | 0 |
| Forward-looking persistent excitation in model predictive control | Apr 3, 2020 | modelModel Predictive Control | —Unverified | 0 |
| Reinforcement Learning for Mixed-Integer Problems Based on MPC | Apr 3, 2020 | Model Predictive ControlQ-Learning | —Unverified | 0 |
| On the Feedback Law in Stochastic Optimal Nonlinear Control | Apr 1, 2020 | Model Predictive Control | —Unverified | 0 |
| Active exploration in adaptive model predictive control | Mar 31, 2020 | modelModel Predictive Control | —Unverified | 0 |