| Stability and performance in transient average constrained economic MPC without terminal constraints | Oct 20, 2020 | Model Predictive Control | —Unverified | 0 |
| Model-Based Inverse Reinforcement Learning from Visual Demonstrations | Oct 18, 2020 | modelModel Predictive Control | —Unverified | 0 |
| Minimizing Pumping Energy Cost in Real-time Operations of Water Distribution Systems using Economic Model Predictive Control | Oct 15, 2020 | ManagementModel Predictive Control | —Unverified | 0 |
| Chance-constrained Stochastic MPC of Astlingen Urban Drainage Benchmark Network | Oct 14, 2020 | Model Predictive Control | —Unverified | 0 |
| Differentiable Implicit Layers | Oct 14, 2020 | Model Predictive Control | —Unverified | 0 |
| Grid-Interactive Multi-Zone Building Control Using Reinforcement Learning with Global-Local Policy Search | Oct 13, 2020 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Frontiers in Scalable Distributed Control: SLS, MPC, and Beyond | Oct 3, 2020 | Model Predictive Control | CodeCode Available | 0 |
| Heteroscedastic Bayesian Optimisation for Stochastic Model Predictive Control | Oct 1, 2020 | Bayesian Optimisationcontinuous-control | —Unverified | 0 |
| Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions | Sep 28, 2020 | Efficient ExplorationGaussian Processes | —Unverified | 0 |
| Neural Lyapunov Model Predictive Control | Sep 28, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Output-Feedback Model Predictive Control with Online Identification | Sep 22, 2020 | modelModel Predictive Control | —Unverified | 0 |
| Stochastic output feedback MPC with intermittent observations | Sep 22, 2020 | Model Predictive Control | —Unverified | 0 |
| Stochastic Model Predictive Control with a Safety Guarantee for Automated Driving: Extended Version | Sep 20, 2020 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Energy and Flow Effects of Optimal Automated Driving in Mixed Traffic: Vehicle-in-the-Loop Experimental Results | Sep 16, 2020 | Model Predictive Control | —Unverified | 0 |
| Trajectory planning with a dynamic obstacle clustering strategy using Mixed-Integer Linear Programming | Sep 16, 2020 | ClusteringCollision Avoidance | —Unverified | 0 |
| Robust MPC with data-driven demand forecasting for frequency regulation with heat pumps | Sep 15, 2020 | Demand ForecastingModel Predictive Control | —Unverified | 0 |
| Risk-Sensitive Sequential Action Control with Multi-Modal Human Trajectory Forecasting for Safe Crowd-Robot Interaction | Sep 12, 2020 | Model Predictive ControlTrajectory Forecasting | —Unverified | 0 |
| Optimal Eco-driving Control of Autonomous and Electric Trucks in Adaptation to Highway Topography: Energy Minimization and Battery Life Extension | Sep 10, 2020 | BenchmarkingModel Predictive Control | —Unverified | 0 |
| Model predictive control design for dynamical systems learned by Long Short-Term Memory Networks | Aug 27, 2020 | Model Predictive Control | —Unverified | 0 |
| Online Adaptive Learning for Runtime Resource Management of Heterogeneous SoCs | Aug 22, 2020 | GPUImitation Learning | —Unverified | 0 |
| Implementation of model predictive control for tracking in embedded systems using a sparse extended ADMM algorithm | Aug 20, 2020 | Model Predictive Control | —Unverified | 0 |
| Meta Learning MPC using Finite-Dimensional Gaussian Process Approximations | Aug 13, 2020 | Autonomous RacingMeta-Learning | —Unverified | 0 |
| Chance-Constrained Model Predictive Control A reformulated approach suitable for sewer networks | Aug 13, 2020 | Model Predictive Control | —Unverified | 0 |
| Probabilistic Conformance for Cyber-Physical Systems | Aug 3, 2020 | Model Predictive Control | —Unverified | 0 |
| Sampling-based 3-D Line-of-Sight PWA Model Predictive Control for Autonomous Rendezvous and Docking with a Tumbling Target | Jul 30, 2020 | Model Predictive ControlPosition | —Unverified | 0 |
| Improving Urban Traffic Throughput with Vehicle Platooning: Theory and Experiments | Jul 28, 2020 | Model Predictive Control | —Unverified | 0 |
| An Iterative LQR Controller for Off-Road and On-Road Vehicles using a Neural Network Dynamics Model | Jul 28, 2020 | Model Predictive Control | —Unverified | 0 |
| Risk-Averse MPC via Visual-Inertial Input and Recurrent Networks for Online Collision Avoidance | Jul 28, 2020 | Collision AvoidanceModel Predictive Control | —Unverified | 0 |
| Robust Economic Model Predictive Control without Terminal Conditions | Jul 27, 2020 | Model Predictive Control | —Unverified | 0 |
| Robust optimal control using dynamic programming and guaranteed Euler's method | Jul 27, 2020 | Model Predictive Control | —Unverified | 0 |
| Frequency Stability Using MPC-based Inverter Power Control in Low-Inertia Power Systems | Jul 27, 2020 | Model Predictive Control | —Unverified | 0 |
| Grid-Based Stochastic Model Predictive Control for Trajectory Planning in Uncertain Environments | Jul 24, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Integrated Longitudinal Speed Decision-Making and Energy Efficiency Control for Connected Electrified Vehicles | Jul 24, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Semi-supervised Learning From Demonstration Through Program Synthesis: An Inspection Robot Case Study | Jul 23, 2020 | Clusteringcounterfactual | —Unverified | 0 |
| Robust-Adaptive Interval Predictive Control for Linear Uncertain Systems | Jul 20, 2020 | Model Predictive Control | —Unverified | 0 |
| 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 |
| From proprioception to long-horizon planning in novel environments: A hierarchical RL model | Jun 11, 2020 | Efficient ExplorationModel Predictive Control | —Unverified | 0 |
| Image-Based Model Predictive Control via Dynamic Mode Decomposition | Jun 11, 2020 | Model Predictive Control | —Unverified | 0 |
| In Proximity of ReLU DNN, PWA Function, and Explicit MPC | Jun 9, 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 |
| Bayesian model predictive control: Efficient model exploration and regret bounds using posterior sampling | Jun 8, 2020 | modelModel Predictive Control | —Unverified | 0 |
| Online Data Poisoning Attacks | Jun 8, 2020 | Data PoisoningDeep Reinforcement Learning | —Unverified | 0 |
| Learning solutions to hybrid control problems using Benders cuts | Jun 8, 2020 | Model Predictive Control | —Unverified | 0 |
| Learning-based Stochastic Model Predictive Control with State-Dependent Uncertainty | Jun 8, 2020 | Model Predictive Control | —Unverified | 0 |