| Multi-Step Deep Koopman Network (MDK-Net) for Vehicle Control in Frenet Frame | Mar 4, 2025 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| ExAMPC: the Data-Driven Explainable and Approximate NMPC with Physical Insights | Mar 1, 2025 | Autonomous RacingModel Predictive Control | —Unverified | 0 |
| Discrete Codebook World Models for Continuous Control | Mar 1, 2025 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Ro-To-Go! Robust Reactive Control with Signal Temporal Logic | Feb 28, 2025 | Decision MakingModel Predictive Control | —Unverified | 0 |
| A general partitioning strategy for non-centralized control | Feb 28, 2025 | Model Predictive Control | —Unverified | 0 |
| Offline Reinforcement Learning via Inverse Optimization | Feb 27, 2025 | Model Predictive ControlMuJoCo | CodeCode Available | 0 |
| Toward 6-DOF Autonomous Underwater Vehicle Energy-Aware Position Control based on Deep Reinforcement Learning: Preliminary Results | Feb 25, 2025 | Deep Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Learning-based Model Predictive Control for Passenger-Oriented Train Rescheduling with Flexible Train Composition | Feb 21, 2025 | Model Predictive Control | —Unverified | 0 |
| Safe Beyond the Horizon: Efficient Sampling-based MPC with Neural Control Barrier Functions | Feb 20, 2025 | CPUModel Predictive Control | —Unverified | 0 |
| MPPI-DBaS: Safe Trajectory Optimization with Adaptive Exploration | Feb 20, 2025 | Model Predictive Control | —Unverified | 0 |
| Data-driven Control of T-Product-based Dynamical Systems | Feb 20, 2025 | Model Predictive Control | CodeCode Available | 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 |
| Empirical Study of Dynamic Regret in Online Model Predictive Control for Linear Time-Varying Systems | Feb 19, 2025 | Model Predictive ControlPrediction | CodeCode Available | 0 |
| Hierarchical RL-MPC for Demand Response Scheduling | Feb 19, 2025 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 |
| Network-Realized Model Predictive Control Part II: Distributed Constraint Management | Feb 18, 2025 | ManagementModel Predictive Control | —Unverified | 0 |
| Network-Realized Model Predictive Control Part I: NRF-Enabled Closed-loop Decomposition | Feb 18, 2025 | Model Predictive Control | —Unverified | 0 |
| Feature Engineering Approach to Building Load Prediction: A Case Study for Commercial Building Chiller Plant Optimization in Tropical Weather | Feb 17, 2025 | ClusteringFeature Engineering | —Unverified | 0 |
| Robot Deformable Object Manipulation via NMPC-generated Demonstrations in Deep Reinforcement Learning | Feb 17, 2025 | Deep Reinforcement LearningDeformable Object Manipulation | —Unverified | 0 |
| MonoForce: Learnable Image-conditioned Physics Engine | Feb 14, 2025 | Model Predictive ControlTrajectory Prediction | CodeCode Available | 2 |
| Safe Reinforcement Learning-based Control for Hydrogen Diesel Dual-Fuel Engines | Feb 13, 2025 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 |
| Rolling Ahead Diffusion for Traffic Scene Simulation | Feb 13, 2025 | Computational EfficiencyModel Predictive Control | —Unverified | 0 |
| EIQP: Execution-time-certified and Infeasibility-detecting QP Solver | Feb 11, 2025 | C++ codeModel Predictive Control | CodeCode Available | 1 |
| Stochastic MPC with Online-optimized Policies and Closed-loop Guarantees | Feb 10, 2025 | Model Predictive Control | —Unverified | 0 |
| A view on learning robust goal-conditioned value functions: Interplay between RL and MPC | Feb 10, 2025 | Model Predictive ControlReinforcement Learning (RL) | CodeCode Available | 0 |
| Machine learning-based hybrid dynamic modeling and economic predictive control of carbon capture process for ship decarbonization | Feb 9, 2025 | Model Predictive Control | —Unverified | 0 |