| Model Order Reduction for Water Quality Dynamics | Feb 22, 2021 | modelModel Predictive Control | —Unverified | 0 |
| Reinforcement Learning of the Prediction Horizon in Model Predictive Control | Feb 22, 2021 | Model Predictive ControlPrediction | —Unverified | 0 |
| Recurrent Model Predictive Control: Learning an Explicit Recurrent Controller for Nonlinear Systems | Feb 20, 2021 | Model Predictive Control | —Unverified | 0 |
| On MPC without terminal conditions for dynamic non-holonomic robots | Feb 18, 2021 | Model Predictive Control | —Unverified | 0 |
| Transient Performance of Tube-based Robust Economic Model Predictive Control | Feb 18, 2021 | Model Predictive Control | —Unverified | 0 |
| Aperiodic Communication for MPC in Autonomous Cooperative Landing | Feb 15, 2021 | Model Predictive Control | —Unverified | 0 |
| Learning Interaction-Aware Trajectory Predictions for Decentralized Multi-Robot Motion Planning in Dynamic Environments | Feb 10, 2021 | Collision AvoidanceModel Predictive Control | —Unverified | 0 |
| Increasing Energy Resiliency to Hurricanes with Battery and Rooftop Solar Through Intelligent Control | Feb 8, 2021 | Decision MakingModel Predictive Control | —Unverified | 0 |
| The Balanced Mode Decomposition Algorithm for Data-Driven LPV Low-Order Models of Aeroservoelastic Systems | Feb 7, 2021 | Model Predictive Control | —Unverified | 0 |
| On Controllability and Persistency of Excitation in Data-Driven Control: Extensions of Willems' Fundamental Lemma | Feb 5, 2021 | LEMMAModel Predictive Control | —Unverified | 0 |
| Keep it Simple: Data-efficient Learning for Controlling Complex Systems with Simple Models | Feb 4, 2021 | Model Predictive Control | —Unverified | 0 |
| Stability-Constrained Markov Decision Processes Using MPC | Feb 2, 2021 | Model Predictive Control | —Unverified | 0 |
| Conservation-Based Modeling and Boundary Control of Congestion with an Application to Traffic Management in Center City Philadelphia | Jan 31, 2021 | ManagementModel Predictive Control | —Unverified | 0 |
| Optimal Trajectory Planning and Model Predictive Control of Underactuated Marine Surface Vessels using a Flatness-Based Approach | Jan 29, 2021 | Model Predictive ControlTrajectory Planning | —Unverified | 0 |
| Chance constrained sets approximation: A probabilistic scaling approach -- EXTENDED VERSION | Jan 15, 2021 | Model Predictive Control | —Unverified | 0 |
| Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning | Jan 13, 2021 | Deep Reinforcement LearningMeta Reinforcement Learning | —Unverified | 0 |
| Stability and performance in MPC using a finite-tail cost | Jan 12, 2021 | Model Predictive Control | —Unverified | 0 |
| Model-Based Actor-Critic with Chance Constraint for Stochastic System | Dec 19, 2020 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 |
| Reduction of the Number of Variables in Parametric Constrained Least-Squares Problems | Dec 18, 2020 | BlockingModel Predictive Control | —Unverified | 0 |
| Sequential Attacks on Kalman Filter-based Forward Collision Warning Systems | Dec 16, 2020 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 |
| Learning for MPC with Stability & Safety Guarantees | Dec 14, 2020 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Blending MPC & Value Function Approximation for Efficient Reinforcement Learning | Dec 10, 2020 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Maximum Likelihood Signal Matrix Model for Data-Driven Predictive Control | Dec 8, 2020 | Model Predictive Control | —Unverified | 0 |
| Data-driven Model Predictive Control Method for DFIG-based Wind Farm to Provide Primary Frequency Regulation Service | Dec 7, 2020 | Dimensionality ReductionModel Predictive Control | —Unverified | 0 |
| Model-plant mismatch learning offset-free model predictive control | Dec 4, 2020 | modelModel Predictive Control | —Unverified | 0 |