| Data-Driven Min-Max MPC for Linear Systems: Robustness and Adaptation | Apr 29, 2024 | Model Predictive Control | —Unverified | 0 |
| Inverse Resource Rational Based Stochastic Driver Behavior Model | Jul 14, 2022 | modelModel Predictive Control | —Unverified | 0 |
| Investigation of Proper Orthogonal Decomposition for Echo State Networks | Nov 30, 2022 | Model Predictive ControlTime Series Analysis | —Unverified | 0 |
| IQL-TD-MPC: Implicit Q-Learning for Hierarchical Model Predictive Control | Jun 1, 2023 | D4RLModel-based Reinforcement Learning | —Unverified | 0 |
| Iteration-Free Cooperative Distributed MPC through Multiparametric Programming | Nov 21, 2024 | Model Predictive Control | —Unverified | 0 |
| Learning-Enabled Iterative Convex Optimization for Safety-Critical Model Predictive Control | Sep 8, 2024 | Model Predictive Control | —Unverified | 0 |
| Parallelized Robust Distributed Model Predictive Control in the Presence of Coupled State Constraints | Dec 11, 2021 | Model Predictive Control | —Unverified | 0 |
| Iterative Learning Predictive Control for Constrained Uncertain Systems | Mar 25, 2025 | Model Predictive Control | —Unverified | 0 |
| Iterative Model Predictive Control for Piecewise Systems | Apr 16, 2021 | modelModel Predictive Control | —Unverified | 0 |
| K-BMPC: Derivative-based Koopman Bilinear Model Predictive Control for Tractor-Trailer Trajectory Tracking with Unknown Parameters | Nov 15, 2023 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| Keep it Simple: Data-efficient Learning for Controlling Complex Systems with Simple Models | Feb 4, 2021 | Model Predictive Control | —Unverified | 0 |
| KNODE-MPC: A Knowledge-based Data-driven Predictive Control Framework for Aerial Robots | Sep 10, 2021 | Model Predictive Control | —Unverified | 0 |
| Evaluating the Impact of Data Availability on Machine Learning-augmented MPC for a Building Energy Management System | Jul 18, 2024 | energy managementManagement | —Unverified | 0 |
| Knowledge-based optimal irrigation scheduling of agro-hydrological systems | Dec 12, 2021 | Model Predictive ControlScheduling | —Unverified | 0 |
| Koopman-Based Model Predictive Control of Functional Electrical Stimulation for Ankle Dorsiflexion and Plantarflexion Assistance | Jan 10, 2025 | Model Predictive Control | —Unverified | 0 |
| Koopman Form of Nonlinear Systems with Inputs | Jul 25, 2022 | FormModel Predictive Control | —Unverified | 0 |
| Koopman Meets Limited Bandwidth: Effect of Quantization on Data-Driven Linear Prediction and Control of Nonlinear Systems | Jan 13, 2025 | Model Predictive ControlQuantization | —Unverified | 0 |
| Koopman-Model Predictive Control with Signal Temporal Logic Specifications for Temperature Regulation of a Warm-Water Supply System | Jul 9, 2022 | Model Predictive Control | —Unverified | 0 |
| K-SMPC: Koopman Operator-Based Stochastic Model Predictive Control for Enhanced Lateral Control of Autonomous Vehicles | Oct 16, 2023 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 |
| Coalitional predictive control: consensus-based coalition forming with robust regulation | Jan 28, 2020 | Model Predictive Control | —Unverified | 0 |
| Evaluating model-based planning and planner amortization for continuous control | Oct 7, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Lane-Keeping Control of Autonomous Vehicles Through a Soft-Constrained Iterative LQR | Nov 28, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Estimation of Constraint Admissible Invariant Set with Neural Lyapunov Function | Sep 30, 2024 | Model Predictive Control | —Unverified | 0 |
| Large Language Model-Based Interpretable Machine Learning Control in Building Energy Systems | Feb 14, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| An Improved Data Augmentation Scheme for Model Predictive Control Policy Approximation | Mar 9, 2023 | Data AugmentationModel Predictive Control | —Unverified | 0 |