| Model Reference Gaussian Process Regression: Data-Driven Output Feedback Controller | Oct 5, 2022 | Model Predictive Controlregression | —Unverified | 0 | 0 |
| Modularized Neural Network Incorporating Physical Priors for Smart Building Control, Accuracy or Consistency? | Dec 4, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Monte Carlo Tree Search with Velocity Obstacles for safe and efficient motion planning in dynamic environments | Jan 16, 2025 | Model Predictive ControlMotion Planning | —Unverified | 0 | 0 |
| Moving Obstacle Collision Avoidance via Chance-Constrained MPC with CBF | Apr 4, 2023 | Collision AvoidanceModel Predictive Control | —Unverified | 0 | 0 |
| MPC4RL -- A Software Package for Reinforcement Learning based on Model Predictive Control | Jan 27, 2025 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 | 0 |
| MPC Based Linear Equivalence with Control Barrier Functions for VTOL-UAVs | Apr 14, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| MPC-Based Operation Strategy for Electric Vehicle Aggregators Considering Regulation Markets | Jul 4, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| MPC-based Realtime Power System Control with DNN-based Prediction/Sensitivity-Estimation | Jun 5, 2021 | Model Predictive ControlSensitivity | —Unverified | 0 | 0 |
| MPC-based Reinforcement Learning for a Simplified Freight Mission of Autonomous Surface Vehicles | Jun 16, 2021 | Model Predictive ControlPosition | —Unverified | 0 | 0 |
| MPC-based Reinforcement Learning for Economic Problems with Application to Battery Storage | Apr 6, 2021 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| MPC-guided, Data-driven Fuzzy Controller Synthesis | Oct 9, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| MPC of Uncertain Nonlinear Systems with Meta-Learning for Fast Adaptation of Neural Predictive Models | Apr 18, 2024 | Meta-LearningModel Predictive Control | —Unverified | 0 | 0 |
| MPC using mixed-integer programming for aquifer thermal energy storages | Apr 15, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| MPPI-DBaS: Safe Trajectory Optimization with Adaptive Exploration | Feb 20, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| MULE: Multi-terrain and Unknown Load Adaptation for Effective Quadrupedal Locomotion | May 1, 2025 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Multi-agent Battery Storage Management using MPC-based Reinforcement Learning | Jun 7, 2021 | ManagementModel Predictive Control | —Unverified | 0 | 0 |
| Multi-Agent Path Planning based on MPC and DDPG | Feb 26, 2021 | Decision MakingModel Predictive Control | —Unverified | 0 | 0 |
| Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles | Dec 21, 2023 | Autonomous VehiclesDecision Making | —Unverified | 0 | 0 |
| Multi-Goal Dexterous Hand Manipulation using Probabilistic Model-based Reinforcement Learning | Apr 30, 2025 | Model-based Reinforcement LearningModel Predictive Control | —Unverified | 0 | 0 |
| Multi-Object Manipulation via Object-Centric Neural Scattering Functions | Jun 14, 2023 | Model Predictive ControlObject | —Unverified | 0 | 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 | 0 |
| Multiple Control Barrier Functions: An Application to Reactive Obstacle Avoidance for a Multi-steering Tractor-trailer System | Sep 12, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Multiple-Step Greedy Policies in Approximate and Online Reinforcement Learning | Dec 1, 2018 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| Multiple-Step Greedy Policies in Online and Approximate Reinforcement Learning | May 21, 2018 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |
| Multiple Target Tracking Using a UAV Swarm in Maritime Environments | Apr 25, 2025 | Model Predictive ControlState Estimation | —Unverified | 0 | 0 |
| Multirotor Ensemble Model Predictive Control I: Simulation Experiments | May 22, 2023 | modelModel Predictive Control | —Unverified | 0 | 0 |
| Multistage Economic MPC for Systems with a Cyclic Steady State: A Gas Network Case Study | Mar 6, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| Multi-stage model predictive control for slug flow crystallizers using uncertainty-aware surrogate models | Mar 28, 2025 | Model Predictive Controlquantile regression | —Unverified | 0 | 0 |
| Multistage Stochastic Model Predictive Control for Urban Automated Driving | Jul 1, 2021 | Model Predictive ControlMotion Planning | —Unverified | 0 | 0 |
| Multi-Step Deep Koopman Network (MDK-Net) for Vehicle Control in Frenet Frame | Mar 4, 2025 | Computational EfficiencyModel Predictive Control | —Unverified | 0 | 0 |
| Multi-step dual control for exploration and exploitation in autonomous search with convergence guarantee | Mar 12, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| N 2 C : Neural Network Controller Design Using Behavioral Cloning | Jun 1, 2020 | Model Predictive ControlMotion Planning | —Unverified | 0 | 0 |
| Network-Realized Model Predictive Control Part II: Distributed Constraint Management | Feb 18, 2025 | ManagementModel Predictive Control | —Unverified | 0 | 0 |
| Network-Realized Model Predictive Control Part I: NRF-Enabled Closed-loop Decomposition | Feb 18, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| Neural Horizon Model Predictive Control -- Increasing Computational Efficiency with Neural Networks | Aug 19, 2024 | Computational EfficiencyModel Predictive Control | —Unverified | 0 | 0 |
| Neural Lyapunov Differentiable Predictive Control | May 22, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Neural Lyapunov Model Predictive Control | Sep 28, 2020 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Neural Network Based Explicit MPC for Chemical Reactor Control | Dec 10, 2019 | Model Predictive Control | —Unverified | 0 | 0 |
| Neural Network Based Model Predictive Control for an Autonomous Vehicle | Jul 30, 2021 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 | 0 |
| Neural Networks for Fast Optimisation in Model Predictive Control: A Review | Sep 6, 2023 | BenchmarkingModel Predictive Control | —Unverified | 0 | 0 |
| Neural Networks for on-chip Model Predictive Control: a Method to Build Optimized Training Datasets and its application to Type-1 Diabetes | Apr 15, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| Neural Predictive Control for the Optimization of Smart Grid Flexibility Schedules | Aug 19, 2021 | Model Predictive ControlScheduling | —Unverified | 0 | 0 |
| Neuromorphic quadratic programming for efficient and scalable model predictive control | Jan 26, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| NeurOpt: Neural network based optimization for building energy management and climate control | Jan 22, 2020 | energy managementManagement | —Unverified | 0 | 0 |
| NMPC and Deep Learning-Based Vibration Control of Satellite Beam Antenna Dynamics Using PZT Actuators and Sensors | Dec 21, 2024 | Deep LearningModel Predictive Control | —Unverified | 0 | 0 |
| NMPC-Based Cooperative Strategy For A Target Pair To Lure Two Attackers Into Collision | Aug 13, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Non-asymptotic System Identification for Linear Systems with Nonlinear Policies | Jun 17, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| Nonlinear Controller Design with Prediction Horizon Time Reduction Applied to Unstable CSTR System | Aug 2, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Nonlinear Data-Driven Control Part II: qLPV Predictive Control using Parameter Extrapolation | Jun 29, 2023 | LEMMAModel Predictive Control | —Unverified | 0 | 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 | 0 |