| On the Sample Complexity of Imitation Learning for Smoothed Model Predictive Control | Jun 2, 2023 | Imitation LearningLearning Theory | —Unverified | 0 |
| IQL-TD-MPC: Implicit Q-Learning for Hierarchical Model Predictive Control | Jun 1, 2023 | D4RLModel-based Reinforcement Learning | —Unverified | 0 |
| Mixed-Integer MPC Strategies for Fueling and Density Control in Fusion Tokamaks | Jun 1, 2023 | Model Predictive Control | —Unverified | 0 |
| Stochastic Model Predictive Control with Dynamic Chance Constraints | May 30, 2023 | modelModel Predictive Control | —Unverified | 0 |
| GAN-MPC: Training Model Predictive Controllers with Parameterized Cost Functions using Demonstrations from Non-identical Experts | May 30, 2023 | Generative Adversarial NetworkImitation Learning | —Unverified | 0 |
| A Learning-based Nonlinear Model Predictive Controller for a Real Go-Kart based on Black-box Dynamics Modeling through Gaussian Processes | May 29, 2023 | Autonomous DrivingGaussian Processes | —Unverified | 0 |
| Self-Supervised Reinforcement Learning that Transfers using Random Features | May 26, 2023 | Decision MakingModel Predictive Control | —Unverified | 0 |
| Analysis and tuning of a three-term DMC | May 25, 2023 | Model Predictive Control | —Unverified | 0 |
| Deterministic policy gradient based optimal control with probabilistic constraints | May 25, 2023 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Multirotor Ensemble Model Predictive Control I: Simulation Experiments | May 22, 2023 | modelModel Predictive Control | —Unverified | 0 |
| Model-based adaptation for sample efficient transfer in reinforcement learning control of parameter-varying systems | May 20, 2023 | Model Predictive Controlreinforcement-learning | —Unverified | 0 |
| Robust MPC with Zone Tracking | May 19, 2023 | Model Predictive Control | —Unverified | 0 |
| On the Finite-Time Behavior of Suboptimal Linear Model Predictive Control | May 17, 2023 | Distributed OptimizationModel Predictive Control | —Unverified | 0 |
| Accelerating genetic optimization of nonlinear model predictive control by learning optimal search space size | May 14, 2023 | Evolutionary AlgorithmsModel Predictive Control | CodeCode Available | 1 |
| Heterogeneous Unmanned Aerial Vehicles Cooperative Search Approach for Complex Environments | May 13, 2023 | Collision AvoidanceDecision Making | CodeCode Available | 1 |
| Model life extension for continuous process: Non-invasive correction of model-plant mismatch with regularization | May 12, 2023 | modelModel Predictive Control | —Unverified | 0 |
| Model Predictive Control of Smart Districts Participating in Frequency Regulation Market: A Case Study of Using Heating Network Storage | May 12, 2023 | Model Predictive Control | —Unverified | 0 |
| Constrained reaction wheel desaturation and attitude control of spacecraft with four reaction wheels | May 10, 2023 | Model Predictive Control | —Unverified | 0 |
| Distributed economic predictive control of integrated energy systems for enhanced synergy and grid response: A decomposition and cooperation strategy | May 9, 2023 | Decision MakingModel Predictive Control | —Unverified | 0 |
| Construction of Control Barrier Functions Using Predictions with Finite Horizon | May 9, 2023 | Model Predictive Control | —Unverified | 0 |
| Causal, Stochastic MPC for Wave Energy Converters | May 6, 2023 | Model Predictive Control | —Unverified | 0 |
| Friction-Adaptive Stochastic Nonlinear Model Predictive Control for Autonomous Vehicles | May 5, 2023 | Autonomous VehiclesFriction | —Unverified | 0 |
| ALADIN-based Distributed Model Predictive Control with dynamic partitioning: An application to Solar Parabolic Trough Plants | May 4, 2023 | ClusteringModel Predictive Control | —Unverified | 0 |
| Emulation Learning for Neuromimetic Systems | May 4, 2023 | Model Predictive ControlQuantization | —Unverified | 0 |
| A comparison of methods to eliminate regularization weight tuning from data-enabled predictive control | May 1, 2023 | Model Predictive Control | —Unverified | 0 |