| An Approach to State Signal Shaping by Limit Cycle Model Predictive Control | Dec 4, 2020 | Model Predictive Control | —Unverified | 0 |
| Scenario-based Nonlinear Model Predictive Control for Building Heating Systems | Dec 3, 2020 | energy managementManagement | —Unverified | 0 |
| Stability of Finite Horizon Optimisation based Control without Terminal Weight | Nov 28, 2020 | Model Predictive Control | —Unverified | 0 |
| Robust Learning Model Predictive Control for Periodically Correlated Building Control | Nov 27, 2020 | Model Predictive Control | —Unverified | 0 |
| Input Convex Neural Networks for Building MPC | Nov 26, 2020 | Model Predictive Control | —Unverified | 0 |
| DeepKoCo: Efficient latent planning with a task-relevant Koopman representation | Nov 25, 2020 | Model Predictive Control | —Unverified | 0 |
| Computation of Feedback Control Laws Based on Switched Tracking of Demonstrations | Nov 25, 2020 | Model Predictive Control | —Unverified | 0 |
| Risk-Sensitive Motion Planning using Entropic Value-at-Risk | Nov 23, 2020 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Model-based Reinforcement Learning for Continuous Control with Posterior Sampling | Nov 20, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Online Learning Based Risk-Averse Stochastic MPC of Constrained Linear Uncertain Systems | Nov 20, 2020 | Model Predictive ControlVariational Inference | —Unverified | 0 |
| Robust Stability of Suboptimal Moving Horizon Estimation using an Observer-Based Candidate Solution | Nov 17, 2020 | Model Predictive Control | —Unverified | 0 |
| Constrained Model-Free Reinforcement Learning for Process Optimization | Nov 16, 2020 | modelModel Predictive Control | —Unverified | 0 |
| Utilizing Dependencies to Obtain Subsets of Reachable Sets | Nov 16, 2020 | Fault DetectionModel Predictive Control | —Unverified | 0 |
| Stein Variational Model Predictive Control | Nov 15, 2020 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Data-Efficient Learning for Complex and Real-Time Physical Problem Solving using Augmented Simulation | Nov 14, 2020 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Learning Predictive Models for Ergonomic Control of Prosthetic Devices | Nov 13, 2020 | Model Predictive Control | —Unverified | 0 |
| A Gradual Takeover Strategy of the Active Safety System | Nov 12, 2020 | Model Predictive Control | —Unverified | 0 |
| Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems | Nov 7, 2020 | Model Predictive ControlTime Series | —Unverified | 0 |
| Reactive motion planning with probabilistic safety guarantees | Nov 6, 2020 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 |
| A Gauss-Newton-Like Hessian Approximation for Economic NMPC | Oct 28, 2020 | Model Predictive Control | —Unverified | 0 |
| TAMPC: A Controller for Escaping Traps in Novel Environments | Oct 23, 2020 | Model Predictive Control | CodeCode Available | 0 |
| A Modular Framework for Distributed Model Predictive Control of Nonlinear Continuous-Time Systems (GRAMPC-D) | Oct 23, 2020 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| A Software Architecture for Autonomous Vehicles: Team LRM-B Entry in the First CARLA Autonomous Driving Challenge | Oct 23, 2020 | Autonomous DrivingAutonomous Navigation | —Unverified | 0 |
| State space models for building control: how deep should you go? | Oct 23, 2020 | Model Predictive ControlState Space Models | —Unverified | 0 |
| A nonlinear tracking model predictive control scheme for dynamic target signals | Oct 20, 2020 | Model Predictive ControlTrajectory Planning | —Unverified | 0 |