| Adaptive Robust Model Predictive Control with Matched and Unmatched Uncertainty | Apr 16, 2021 | Model Predictive Control | —Unverified | 0 |
| Towards agrobots: Identification of the yaw dynamics and trajectory tracking of an autonomous tractor | Apr 14, 2021 | Model Predictive Control | —Unverified | 0 |
| Optimization-Based Path-Planning for Connected and non-Connected Automated Vehicles | Apr 14, 2021 | Model Predictive Control | —Unverified | 0 |
| Tractable robust MPC design based on nominal predictions | Apr 13, 2021 | Model Predictive Control | —Unverified | 0 |
| Data-driven predictive control with estimated prediction matrices and integral action | Apr 11, 2021 | Model Predictive ControlPosition | —Unverified | 0 |
| Real-time Operation Optimization of Microgrids with Battery Energy Storage System: A Tube-based Model Predictive Control Approach | Apr 10, 2021 | energy managementManagement | —Unverified | 0 |
| Periodic Load Rejection for Floating Offshore Wind Turbines via Constrained Subspace Predictive Repetitive Control | Apr 9, 2021 | Model Predictive ControlPitch control | —Unverified | 0 |
| Risk-Aware Lane Selection on Highway with Dynamic Obstacles | Apr 8, 2021 | Model Predictive Control | —Unverified | 0 |
| The Value of Planning for Infinite-Horizon Model Predictive Control | Apr 7, 2021 | Model Predictive ControlReinforcement Learning (RL) | CodeCode Available | 0 |
| MPC-based Reinforcement Learning for Economic Problems with Application to Battery Storage | Apr 6, 2021 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Nonlinear Model Based Guidance with Deep Learning Based Target Trajectory Prediction Against Aerial Agile Attack Patterns | Apr 6, 2021 | Model Predictive ControlTrajectory Prediction | —Unverified | 0 |
| Bias Correction in Deterministic Policy Gradient Using Robust MPC | Apr 6, 2021 | Model Predictive Control | —Unverified | 0 |
| Physics-Informed Neural Nets for Control of Dynamical Systems | Apr 6, 2021 | Model Predictive Control | —Unverified | 0 |
| Approximate Robust NMPC using Reinforcement Learning | Apr 6, 2021 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Particle MPC for Uncertain and Learning-Based Control | Apr 6, 2021 | Model-based Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Suboptimal multirate MPC for five-level inverters | Apr 5, 2021 | Model Predictive Control | —Unverified | 0 |
| Robust Control Co-Design with Receding-Horizon MPC | Apr 5, 2021 | ManagementModel Predictive Control | —Unverified | 0 |
| Learning in Centralized Nonlinear Model Predictive Control: Application to an Autonomous Tractor-Trailer System | Apr 5, 2021 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Variational Inference MPC using Tsallis Divergence | Apr 1, 2021 | Model Predictive ControlVariational Inference | —Unverified | 0 |
| Generalized Reinforcement Learning for Building Control using Behavioral Cloning | Mar 31, 2021 | Cloud ComputingModel Predictive Control | —Unverified | 0 |
| Learning Generalizable Robotic Reward Functions from "In-The-Wild" Human Videos | Mar 31, 2021 | Model Predictive Control | —Unverified | 0 |
| Distributionally Robust Trajectory Optimization Under Uncertain Dynamics via Relative Entropy Trust-Regions | Mar 29, 2021 | Autonomous DrivingHumanoid Control | —Unverified | 0 |
| Backup Plan Constrained Model Predictive Control | Mar 27, 2021 | Computational Efficiencymodel | —Unverified | 0 |
| Imitation Learning from MPC for Quadrupedal Multi-Gait Control | Mar 26, 2021 | Imitation LearningMixture-of-Experts | —Unverified | 0 |
| Boundary Control of Traffic Congestion Modeled as a Non-stationary Stochastic Process | Mar 26, 2021 | ManagementModel Predictive Control | —Unverified | 0 |
| Real-time implementation of MPC for tracking in embedded systems: Application to a two-wheeled inverted pendulum | Mar 26, 2021 | Model Predictive Control | —Unverified | 0 |
| Online Learning Koopman operator for closed-loop electrical neurostimulation in epilepsy | Mar 26, 2021 | Computational EfficiencyEEG | —Unverified | 0 |
| Experimental Validation of Linear and Nonlinear MPC on an Articulated Unmanned Ground Vehicle | Mar 25, 2021 | Model Predictive Control | —Unverified | 0 |
| Distributed Experiment Design and Control for Multi-agent Systems with Gaussian Processes | Mar 25, 2021 | Computational EfficiencyDistributed Optimization | —Unverified | 0 |
| Flexible MPC-based Conflict Resolution Using Online Adaptive ADMM | Mar 25, 2021 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 |
| Intermittent non-pharmaceutical strategies to mitigate the COVID-19 epidemic in a network model of Italy via constrained optimization | Mar 25, 2021 | Model Predictive ControlUnity | CodeCode Available | 0 |
| Constrained Deep Learning Based Nonlinear Model Predictive Control | Mar 24, 2021 | Deep Learningmodel | —Unverified | 0 |
| Reinforcement Learning based on Scenario-tree MPC for ASVs | Mar 22, 2021 | Model Predictive ControlPoint Tracking | —Unverified | 0 |
| Adaptive and Efficient Model Predictive Control for Booster Reentry | Mar 22, 2021 | Model Predictive Control | —Unverified | 0 |
| Reinforcement Learning based on MPC/MHE for Unmodeled and Partially Observable Dynamics | Mar 22, 2021 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| High precision control and deep learning-based corn stand counting algorithms for agricultural robot | Mar 21, 2021 | Model Predictive ControlVisual Tracking | —Unverified | 0 |
| Multi-Period Portfolio Optimization using Model Predictive Control with Mean-Variance and Risk Parity Frameworks | Mar 19, 2021 | Model Predictive ControlPortfolio Optimization | —Unverified | 0 |
| Finite-word-length FPGA implementation of model predictive control for ITER resistive wall mode control | Mar 18, 2021 | Model Predictive Control | —Unverified | 0 |
| A Novel Approach to Disturbance Rejection in Constrained Model Predictive Control | Mar 17, 2021 | Model Predictive Control | —Unverified | 0 |
| Decision Making of Connected Automated Vehicles at An Unsignalized Roundabout Considering Personalized Driving Behaviours | Mar 14, 2021 | Decision MakingModel Predictive Control | —Unverified | 0 |
| On the Dual Implementation of Collision-Avoidance Constraints in Path-Following MPC for Underactuated Surface Vessels | Mar 10, 2021 | Collision AvoidanceModel Predictive Control | —Unverified | 0 |
| Combining Gaussian processes and polynomial chaos expansions for stochastic nonlinear model predictive control | Mar 9, 2021 | Gaussian ProcessesModel Predictive Control | —Unverified | 0 |
| Learning Generalizable Robotic Reward Functions from "In-The-Wild" Human Videos | Mar 9, 2021 | Model Predictive Control | —Unverified | 0 |
| STEP: Stochastic Traversability Evaluation and Planning for Risk-Aware Off-road Navigation | Mar 4, 2021 | Autonomous NavigationModel Predictive Control | —Unverified | 0 |
| A System Level Approach to Tube-based Model Predictive Control | Mar 3, 2021 | Model Predictive Control | —Unverified | 0 |
| Infrastructure Assisted Constrained Connected Automated Vehicle Trajectory Optimization on Curved Roads: A Spatial Formulation on a Curvilinear Coordinate | Mar 1, 2021 | Model Predictive Control | —Unverified | 0 |
| Robust Adaptive Model Predictive Control of Quadrotors | Feb 26, 2021 | modelModel Predictive Control | —Unverified | 0 |
| Multi-Agent Path Planning based on MPC and DDPG | Feb 26, 2021 | Decision MakingModel Predictive Control | —Unverified | 0 |
| Where to go next: Learning a Subgoal Recommendation Policy for Navigation Among Pedestrians | Feb 25, 2021 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Recurrent Model Predictive Control | Feb 23, 2021 | modelModel Predictive Control | —Unverified | 0 |