| Integrated Decision and Control at Multi-Lane Intersections with Mixed Traffic Flow | Aug 30, 2021 | Autonomous DrivingModel Predictive Control | —Unverified | 0 | 0 |
| Integrated Intelligent and Predictive Control: A Multi-Agent Adaptive Type-2 Fuzzy Control Architecture | Aug 28, 2019 | Model Predictive Control | —Unverified | 0 | 0 |
| Functional Stability of Discounted Markov Decision Processes Using Economic MPC Dissipativity Theory | Mar 31, 2022 | Model Predictive ControlQ-Learning | —Unverified | 0 | 0 |
| Integrated Longitudinal Speed Decision-Making and Energy Efficiency Control for Connected Electrified Vehicles | Jul 24, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 | 0 |
| Conditional Diffusion with Less Explicit Guidance via Model Predictive Control | Oct 21, 2022 | Model Predictive Control | —Unverified | 0 | 0 |
| Integrated Optimal Fast Charging and Active Thermal Management of Lithium-Ion Batteries in Extreme Ambient Temperatures | Apr 5, 2024 | ManagementModel Predictive Control | —Unverified | 0 | 0 |
| Integrated Power and Thermal Management for Enhancing Energy Efficiency and Battery Life in Connected and Automated Electric Vehicles | Nov 8, 2024 | ManagementModel Predictive Control | —Unverified | 0 | 0 |
| Integrating Koopman theory and Lyapunov stability for enhanced model predictive control in nonlinear systems | May 13, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| Integrating machine learning paradigms and mixed-integer model predictive control for irrigation scheduling | Jun 14, 2023 | ManagementModel Predictive Control | —Unverified | 0 | 0 |
| Fully Distributed and Quantized Algorithm for MPC-based Autonomous Vehicle Platooning Optimization | Jan 31, 2025 | Model Predictive ControlQuantization | —Unverified | 0 | 0 |
| Integration of a Graph-Based Path Planner and Mixed-Integer MPC for Robot Navigation in Cluttered Environments | Apr 17, 2025 | Model Predictive ControlRobot Navigation | —Unverified | 0 | 0 |
| Deep Learning based Model Predictive Control for Compression Ignition Engines | Mar 31, 2022 | Deep LearningModel Predictive Control | —Unverified | 0 | 0 |
| Intent-Aware MPC for Aircraft Detect-and-Avoid with Response Delay: A Comparative Study with ACAS Xu | Mar 30, 2025 | Collision AvoidanceModel Predictive Control | —Unverified | 0 | 0 |
| Fuel-Economical Distributed Model Predictive Control for Heavy-Duty Truck Platoon | Jun 15, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| ConBaT: Control Barrier Transformer for Safe Policy Learning | Mar 7, 2023 | Imitation LearningModel Predictive Control | —Unverified | 0 | 0 |
| Interaction-aware Traffic Prediction and Scenario-based Model Predictive Control for Autonomous Vehicles on Highways | Oct 11, 2023 | Autonomous VehiclesDecision Making | —Unverified | 0 | 0 |
| Interaction-Aware Trajectory Prediction and Planning for Autonomous Vehicles in Forced Merge Scenarios | Dec 14, 2021 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 | 0 |
| Interaction-Aware Trajectory Prediction and Planning in Dense Highway Traffic using Distributed Model Predictive Control | Aug 24, 2023 | Model Predictive ControlPrediction | —Unverified | 0 | 0 |
| An overview of systems-theoretic guarantees in data-driven model predictive control | Jun 6, 2024 | LEMMAModel Predictive Control | —Unverified | 0 | 0 |
| Interactive Joint Planning for Autonomous Vehicles | Oct 27, 2023 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 | 0 |
| From proprioception to long-horizon planning in novel environments: A hierarchical RL model | Jun 11, 2020 | Efficient ExplorationModel Predictive Control | —Unverified | 0 | 0 |
| From Pixels to Torques: Policy Learning with Deep Dynamical Models | Feb 8, 2015 | Model-based Reinforcement LearningModel Predictive Control | —Unverified | 0 | 0 |
| A direct optimization algorithm for input-constrained MPC | Jun 26, 2023 | Model Predictive Control | —Unverified | 0 | 0 |
| On MPC without terminal conditions for dynamic non-holonomic robots | Feb 18, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Interpretable Stochastic Model Predictive Control using Distributional Reinforced Estimation for Quadrotor Tracking Systems | May 14, 2022 | Distributional Reinforcement LearningModel Predictive Control | —Unverified | 0 | 0 |
| Computation of Feedback Control Laws Based on Switched Tracking of Demonstrations | Nov 25, 2020 | Model Predictive Control | —Unverified | 0 | 0 |
| Inverse Resource Rational Based Stochastic Driver Behavior Model | Jul 14, 2022 | modelModel Predictive Control | —Unverified | 0 | 0 |
| Investigation of Proper Orthogonal Decomposition for Echo State Networks | Nov 30, 2022 | Model Predictive ControlTime Series Analysis | —Unverified | 0 | 0 |
| IQL-TD-MPC: Implicit Q-Learning for Hierarchical Model Predictive Control | Jun 1, 2023 | D4RLModel-based Reinforcement Learning | —Unverified | 0 | 0 |
| Iteration-Free Cooperative Distributed MPC through Multiparametric Programming | Nov 21, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Learning-Enabled Iterative Convex Optimization for Safety-Critical Model Predictive Control | Sep 8, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Parallelized Robust Distributed Model Predictive Control in the Presence of Coupled State Constraints | Dec 11, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| Iterative Learning Predictive Control for Constrained Uncertain Systems | Mar 25, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| Iterative Model Predictive Control for Piecewise Systems | Apr 16, 2021 | modelModel Predictive Control | —Unverified | 0 | 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 | 0 |
| Keep it Simple: Data-efficient Learning for Controlling Complex Systems with Simple Models | Feb 4, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| KNODE-MPC: A Knowledge-based Data-driven Predictive Control Framework for Aerial Robots | Sep 10, 2021 | Model Predictive Control | —Unverified | 0 | 0 |
| A novel learning-based robust model predictive control energy management strategy for fuel cell electric vehicles | Sep 12, 2022 | energy managementManagement | —Unverified | 0 | 0 |
| Friction-Adaptive Stochastic Nonlinear Model Predictive Control for Autonomous Vehicles | May 5, 2023 | Autonomous VehiclesFriction | —Unverified | 0 | 0 |
| Koopman-Based Model Predictive Control of Functional Electrical Stimulation for Ankle Dorsiflexion and Plantarflexion Assistance | Jan 10, 2025 | Model Predictive Control | —Unverified | 0 | 0 |
| Frequency Stability Using MPC-based Inverter Power Control in Low-Inertia Power Systems | Jul 27, 2020 | Model Predictive Control | —Unverified | 0 | 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 | 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 | 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 | 0 |
| Computationally Efficient System Level Tube-MPC for Uncertain Systems | Jun 18, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Frequency Constrained MPC for Efficient Grid Side Operation of Wind Power Conversion Systems | Jun 23, 2024 | Model Predictive Control | —Unverified | 0 | 0 |
| Lane-Keeping Control of Autonomous Vehicles Through a Soft-Constrained Iterative LQR | Nov 28, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| Frenet-Cartesian Model Representations for Automotive Obstacle Avoidance within Nonlinear MPC | Dec 22, 2022 | Collision AvoidanceModel Predictive Control | —Unverified | 0 | 0 |
| Large Language Model-Based Interpretable Machine Learning Control in Building Energy Systems | Feb 14, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 | 0 |
| Computationally Efficient Safe Reinforcement Learning for Power Systems | Oct 20, 2021 | Model Predictive Controlreinforcement-learning | —Unverified | 0 | 0 |