| Real-Time Dispatching of Large-Scale Ride-Sharing Systems: Integrating Optimization, Machine Learning, and Model Predictive Control | Mar 24, 2020 | Model Predictive Control | —Unverified | 0 |
| Constrained Controller and Observer Design by Inverse Optimality | Mar 23, 2020 | Model Predictive Control | —Unverified | 0 |
| Goal-Conditioned End-to-End Visuomotor Control for Versatile Skill Primitives | Mar 19, 2020 | Imitation LearningMeta-Learning | CodeCode Available | 0 |
| A probabilistic validation approach for penalty function design in Stochastic Model Predictive Control | Mar 16, 2020 | Model Predictive Control | —Unverified | 0 |
| Robust Constraint Satisfaction in Data-Driven MPC | Mar 15, 2020 | Model Predictive Control | —Unverified | 0 |
| Combined Robust and Stochastic Model Predictive Control for Models of Different Granularity | Mar 14, 2020 | Collision AvoidanceModel Predictive Control | —Unverified | 0 |
| Data Set Description: Identifying the Physics Behind an Electric Motor -- Data-Driven Learning of the Electrical Behavior (Part II) | Mar 13, 2020 | Model Predictive Controlvalid | —Unverified | 0 |
| Comments on `Design and Implementation of Model-Predictive Control With Friction Compensation on an Omnidirectional Mobile Robot' | Mar 12, 2020 | FrictionModel Predictive Control | —Unverified | 0 |
| Smart Home Energy Management System for Power System Resiliency | Mar 12, 2020 | Decision Makingenergy management | —Unverified | 0 |
| Linear robust adaptive model predictive control: Computational complexity and conservatism -- extended version | Mar 11, 2020 | Model Predictive Control | —Unverified | 0 |
| ABC-LMPC: Safe Sample-Based Learning MPC for Stochastic Nonlinear Dynamical Systems with Adjustable Boundary Conditions | Mar 3, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| MPC-guided Imitation Learning of Neural Network Policies for the Artificial Pancreas | Mar 3, 2020 | Bayesian InferenceImitation Learning | CodeCode Available | 0 |
| PlaNet of the Bayesians: Reconsidering and Improving Deep Planning Network by Incorporating Bayesian Inference | Mar 1, 2020 | Bayesian Inferencecontinuous-control | —Unverified | 0 |
| Robust-Adaptive Control of Linear Systems: beyond Quadratic Costs | Feb 25, 2020 | Autonomous DrivingModel Predictive Control | —Unverified | 0 |
| Neural Lyapunov Model Predictive Control: Learning Safe Global Controllers from Sub-optimal Examples | Feb 21, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| V-Formation via Model Predictive Control | Feb 20, 2020 | modelModel Predictive Control | —Unverified | 0 |
| DISCO: Double Likelihood-free Inference Stochastic Control | Feb 18, 2020 | Model Predictive Control | CodeCode Available | 0 |
| Deep Learning Tubes for Tube MPC | Feb 5, 2020 | Deep LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Domain-Adversarial and Conditional State Space Model for Imitation Learning | Jan 31, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Safe Trajectory Tracking in Uncertain Environments | Jan 30, 2020 | Model Predictive Control | —Unverified | 0 |
| Coalitional predictive control: consensus-based coalition forming with robust regulation | Jan 28, 2020 | Model Predictive Control | —Unverified | 0 |
| NeurOpt: Neural network based optimization for building energy management and climate control | Jan 22, 2020 | energy managementManagement | —Unverified | 0 |
| Automatic Differentiation and Continuous Sensitivity Analysis of Rigid Body Dynamics | Jan 22, 2020 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Lyceum: An efficient and scalable ecosystem for robot learning | Jan 21, 2020 | Model Predictive ControlMuJoCo | —Unverified | 0 |
| Grocery Store Flexibility Management Using Model Predictive Control With Neural Networks | Jan 21, 2020 | ManagementModel Predictive Control | —Unverified | 0 |