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| Efficient Batch and Recursive Least Squares for Matrix Parameter Estimation | Apr 16, 2024 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Conservation-Based Modeling and Boundary Control of Congestion with an Application to Traffic Management in Center City Philadelphia | Jan 31, 2021 | ManagementModel Predictive Control | —Unverified | 0 |
| Efficient Data-Driven MPC for Demand Response of Commercial Buildings | Jan 28, 2024 | energy managementModel Predictive Control | —Unverified | 0 |
| Efficient Deep Learning of Robust, Adaptive Policies using Tube MPC-Guided Data Augmentation | Mar 28, 2023 | Data AugmentationImitation Learning | —Unverified | 0 |
| Efficient Economic Model Predictive Control of Water Treatment Process with Learning-based Koopman Operator | May 21, 2024 | Computational EfficiencyModel 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 |
| Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions | Sep 28, 2020 | Efficient ExplorationGaussian Processes | —Unverified | 0 |
| Efficient implementation of MPC for tracking using ADMM by decoupling its semi-banded structure | Feb 15, 2024 | Model Predictive Control | —Unverified | 0 |
| Efficient model predictive control for nonlinear systems modelled by deep neural networks | May 16, 2024 | Model Predictive Control | —Unverified | 0 |
| A Finite Element Method Approach for Trajectory Generation via Time-Optimal Control and Model Predictive Control Tracking | Oct 6, 2023 | Model Predictive Control | —Unverified | 0 |
| Adaptive Economic Model Predictive Control for linear systems with performance guarantees | Mar 27, 2024 | Model Predictive Control | —Unverified | 0 |
| A Computationally Efficient Robust Model Predictive Control Framework for Ecological Adaptive Cruise Control Strategy of Electric Vehicles | Nov 21, 2022 | Model Predictive Control | —Unverified | 0 |
| A Fast Integrated Planning and Control Framework for Autonomous Driving via Imitation Learning | Jul 9, 2017 | Autonomous DrivingImitation Learning | —Unverified | 0 |
| Antifragile Perimeter Control: Anticipating and Gaining from Disruptions with Reinforcement Learning | Feb 20, 2024 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Adaptive Distributed Observer-based Model Predictive Control for Multi-agent Formation with Resilience to Communication Link Faults | Oct 31, 2024 | Model Predictive Control | —Unverified | 0 |
| Conditional Diffusion with Less Explicit Guidance via Model Predictive Control | Oct 21, 2022 | Model Predictive Control | —Unverified | 0 |
| ConBaT: Control Barrier Transformer for Safe Policy Learning | Mar 7, 2023 | Imitation LearningModel Predictive Control | —Unverified | 0 |
| An overview of systems-theoretic guarantees in data-driven model predictive control | Jun 6, 2024 | LEMMAModel Predictive Control | —Unverified | 0 |
| ProSpec RL: Plan Ahead, then Execute | Jul 31, 2024 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 |
| Computation of Feedback Control Laws Based on Switched Tracking of Demonstrations | Nov 25, 2020 | Model Predictive Control | —Unverified | 0 |
| A novel learning-based robust model predictive control energy management strategy for fuel cell electric vehicles | Sep 12, 2022 | energy managementManagement | —Unverified | 0 |
| Computationally Efficient System Level Tube-MPC for Uncertain Systems | Jun 18, 2024 | Model Predictive Control | —Unverified | 0 |
| Computationally Efficient Safe Reinforcement Learning for Power Systems | Oct 20, 2021 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| A novel constraint tightening approach for robust data-driven predictive control | Mar 14, 2022 | LEMMAModel 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 |
| Computationally efficient robust MPC using optimized constraint tightening | Apr 5, 2022 | Model Predictive Control | —Unverified | 0 |
| Computationally Efficient Robust Model Predictive Control for Uncertain System Using Causal State-Feedback Parameterization | Aug 17, 2022 | Model Predictive Control | —Unverified | 0 |
| A Novel Bayes' Theorem for Upper Probabilities | Jul 13, 2023 | Model Predictive Control | —Unverified | 0 |
| Computationally efficient predictive control based on ANN state-space models | Mar 30, 2023 | Model Predictive ControlState Space Models | —Unverified | 0 |
| Comprehensive Review on the Control of Heat Pumps for Energy Flexibility in Distribution Networks | Feb 19, 2025 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 |
| A Novel Approach to Disturbance Rejection in Constrained Model Predictive Control | Mar 17, 2021 | Model Predictive Control | —Unverified | 0 |
| Compositional Synthesis for Linear Systems via Convex Optimization of Assume-Guarantee Contracts | Aug 2, 2022 | Model Predictive Control | —Unverified | 0 |
| Composing MPC with LQR and Neural Network for Amortized Efficiency and Stable Control | Dec 14, 2021 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| An optimization-based cooperative path-following framework for multiple robotic vehicles | Jul 19, 2019 | Model Predictive Control | —Unverified | 0 |
| Competitive Control | Jul 28, 2021 | Model Predictive Control | —Unverified | 0 |
| Comparison of Model Predictive Control and Proximal Policy Optimization for a 1-DOF Helicopter System | Aug 28, 2024 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| An Optimal Predictive Control Strategy for COVID-19 (SARS-CoV-2) Social Distancing Policies in Brazil | May 21, 2020 | Model Predictive Control | —Unverified | 0 |
| A Dynamic Macroscopic Framework for Pricing of Ride-hailing Services with an Optional Bus Lane Access for Pool Vehicles | Oct 2, 2023 | Model Predictive Control | —Unverified | 0 |
| ExAMPC: the Data-Driven Explainable and Approximate NMPC with Physical Insights | Mar 1, 2025 | Autonomous RacingModel Predictive Control | —Unverified | 0 |
| Experimental Application of Predictive Cost Adaptive Control to Thermoacoustic Oscillations in a Rijke Tube | Feb 1, 2024 | Model Predictive Control | —Unverified | 0 |
| Comparison of artificial neural network adaptive control techniques for a nonlinear system with delay | Apr 26, 2023 | Model Predictive ControlObject | —Unverified | 0 |
| Comparing Approaches to Distributed Control of Fluid Systems based on Multi-Agent Systems | Dec 16, 2022 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| An Online Learning Approach to Model Predictive Control | Feb 24, 2019 | Decision Makingmodel | —Unverified | 0 |
| Compact Cooperative Adaptive Cruise Control for Energy Saving: Air Drag Modelling and Simulation | Aug 18, 2021 | Model Predictive Control | —Unverified | 0 |
| Community Energy Management System for Fast Frequency Response: A Hierarchical Control Approach | Mar 7, 2025 | energy managementManagement | —Unverified | 0 |
| A nonlinear tracking model predictive control scheme for dynamic target signals | Oct 20, 2020 | Model Predictive ControlTrajectory Planning | —Unverified | 0 |
| A Dual-level Model Predictive Control Scheme for Multi-timescale Dynamical Systems--Extended Version | Jun 18, 2019 | Model Predictive Control | —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 |
| A nonlinear real time capable motion cueing algorithm based on deep reinforcement learning | Mar 13, 2025 | Deep Reinforcement LearningHyperparameter Optimization | —Unverified | 0 |