| Self-triggered min-max DMPC for asynchronous multi-agent systems with communication delays | Jun 9, 2021 | Model Predictive Control | —Unverified | 0 |
| Multi-agent Battery Storage Management using MPC-based Reinforcement Learning | Jun 7, 2021 | ManagementModel Predictive Control | —Unverified | 0 |
| Set-Estimation based Networked Model Predictive Control for Energy Management of Faulty Microgrids | Jun 7, 2021 | energy managementManagement | —Unverified | 0 |
| MPC-based Realtime Power System Control with DNN-based Prediction/Sensitivity-Estimation | Jun 5, 2021 | Model Predictive ControlSensitivity | —Unverified | 0 |
| A Learning-based Optimal Market Bidding Strategy for Price-Maker Energy Storage | Jun 4, 2021 | Model Predictive Control | —Unverified | 0 |
| Incorporating forecasting and peer-to-peer negotiation frameworks into a distributed model predictive control approach for meshed electric networks | May 30, 2021 | energy tradingModel Predictive Control | —Unverified | 0 |
| Development, Implementation, and Experimental Outdoor Evaluation of Quadcopter Controllers for Computationally Limited Embedded Systems | May 29, 2021 | Model Predictive ControlPosition | —Unverified | 0 |
| Inaccuracy matters: accounting for solution accuracy in event-triggered nonlinear model predictive control | May 28, 2021 | Model Predictive Control | —Unverified | 0 |
| Learning Model-Based Vehicle-Relocation Decisions for Real-Time Ride-Sharing: Hybridizing Learning and Optimization | May 27, 2021 | BIG-bench Machine LearningModel Predictive Control | —Unverified | 0 |
| Optimal control of centrifugal spreader | May 27, 2021 | Model Predictive Control | —Unverified | 0 |
| Enhancing Feasibility and Safety of Nonlinear Model Predictive Control with Discrete-Time Control Barrier Functions | May 21, 2021 | Model Predictive Control | CodeCode Available | 1 |
| A real-time distributed post-disaster restoration planning strategy for distribution networks | May 18, 2021 | Decision MakingModel Predictive Control | —Unverified | 0 |
| Data-Driven Strategies for Hierarchical Predictive Control in Unknown Environments | May 13, 2021 | Model Predictive Control | —Unverified | 0 |
| Acting upon Imagination: when to trust imagined trajectories in model based reinforcement learning | May 12, 2021 | Model-based Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Robust output feedback model predictive control using online estimation bounds | May 7, 2021 | Model Predictive Control | —Unverified | 0 |
| Polytopic Input Constraints in Learning-Based Optimal Control Using Neural Networks | May 7, 2021 | Model Predictive Control | —Unverified | 0 |
| A Reinforcement Learning-based Economic Model Predictive Control Framework for Autonomous Operation of Chemical Reactors | May 6, 2021 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Learning Latent Graph Dynamics for Visual Manipulation of Deformable Objects | Apr 25, 2021 | Contrastive LearningDeformable Object Manipulation | —Unverified | 0 |
| Safe Chance Constrained Reinforcement Learning for Batch Process Control | Apr 23, 2021 | Gaussian ProcessesModel Predictive Control | CodeCode Available | 0 |
| Optimal Cost Design for Model Predictive Control | Apr 23, 2021 | Autonomous Drivingmodel | CodeCode Available | 1 |
| Economic MPC of Markov Decision Processes: Dissipativity in Undiscounted Infinite-Horizon Optimal Control | Apr 22, 2021 | Model Predictive Control | —Unverified | 0 |
| Stochastic Model Predictive Control for Linear Systems with Unbounded Additive Uncertainties | Apr 21, 2021 | Model Predictive Control | —Unverified | 0 |
| Model-predictive control and reinforcement learning in multi-energy system case studies | Apr 20, 2021 | BenchmarkingModel Predictive Control | —Unverified | 0 |
| Distributed nonlinear model predictive control of an autonomous tractor-trailer system | Apr 20, 2021 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| GLiDE: Generalizable Quadrupedal Locomotion in Diverse Environments with a Centroidal Model | Apr 20, 2021 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 |
| Ecological Adaptive Cruise Control for City Buses based on Hybrid Model Predictive Control using PnG and Traffic Light Information | Apr 18, 2021 | Model Predictive Control | —Unverified | 0 |
| Models and Predictive Control for Nonplanar Vehicle Navigation | Apr 17, 2021 | Model Predictive Control | CodeCode Available | 1 |
| Iterative Model Predictive Control for Piecewise Systems | Apr 16, 2021 | modelModel Predictive Control | —Unverified | 0 |
| 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 |
| 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 |
| Physics-Informed Neural Nets for Control of Dynamical Systems | Apr 6, 2021 | Model Predictive Control | —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 |
| MPC-based Reinforcement Learning for Economic Problems with Application to Battery Storage | Apr 6, 2021 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Bias Correction in Deterministic Policy Gradient Using Robust MPC | Apr 6, 2021 | Model Predictive Control | —Unverified | 0 |
| Suboptimal multirate MPC for five-level inverters | Apr 5, 2021 | Model 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 |
| Robust Control Co-Design with Receding-Horizon MPC | Apr 5, 2021 | ManagementModel Predictive Control | —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 |