| Beyond Quadratic Costs in LQR: Bregman Divergence Control | May 1, 2025 | Model Predictive Control | —Unverified | 0 |
| MULE: Multi-terrain and Unknown Load Adaptation for Effective Quadrupedal Locomotion | May 1, 2025 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 |
| Future-Oriented Navigation: Dynamic Obstacle Avoidance with One-Shot Energy-Based Multimodal Motion Prediction | May 1, 2025 | Model Predictive ControlMotion Planning | CodeCode Available | 1 |
| Multi-Goal Dexterous Hand Manipulation using Probabilistic Model-based Reinforcement Learning | Apr 30, 2025 | Model-based Reinforcement LearningModel Predictive Control | —Unverified | 0 |
| Event-triggered Robust Model Predictive Control under Hard Computation Resource Constraints | Apr 28, 2025 | Model Predictive Control | —Unverified | 0 |
| A state reduction approach for learning-based model predictive control for train rescheduling | Apr 28, 2025 | Model Predictive Control | —Unverified | 0 |
| Trajectory Planning with Model Predictive Control for Obstacle Avoidance Considering Prediction Uncertainty | Apr 27, 2025 | Collision AvoidanceModel Predictive Control | —Unverified | 0 |
| Multiple Target Tracking Using a UAV Swarm in Maritime Environments | Apr 25, 2025 | Model Predictive ControlState Estimation | —Unverified | 0 |
| Opportunistic Collaborative Planning with Large Vision Model Guided Control and Joint Query-Service Optimization | Apr 25, 2025 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 |
| Hybrid Reinforcement Learning and Model Predictive Control for Adaptive Control of Hydrogen-Diesel Dual-Fuel Combustion | Apr 23, 2025 | Model Predictive ControlReinforcement Learning (RL) | —Unverified | 0 |
| WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents | Apr 22, 2025 | Knowledge GraphsMinecraft | CodeCode Available | 2 |
| No-Regret Model Predictive Control with Online Learning of Koopman Operators | Apr 22, 2025 | Model Predictive Control | —Unverified | 0 |
| Distributed model predictive control without terminal cost under inexact distributed optimization | Apr 22, 2025 | Distributed OptimizationModel Predictive Control | —Unverified | 0 |
| On relaxing the N-Reachability Implicit Requirement in NMPC Design | Apr 22, 2025 | Model Predictive ControlPrediction | —Unverified | 0 |
| A Quadratic Control Framework for Dynamic Systems | Apr 21, 2025 | Model Predictive Control | —Unverified | 0 |
| Data-Driven Evolutionary Game-Based Model Predictive Control for Hybrid Renewable Energy Dispatch in Autonomous Ships | Apr 20, 2025 | Model Predictive Control | —Unverified | 0 |
| A Model-Based Approach to Imitation Learning through Multi-Step Predictions | Apr 18, 2025 | Decision MakingImitation Learning | —Unverified | 0 |
| A Model Predictive Control Approach for Quadrotor Cruise Control | Apr 17, 2025 | Model Predictive Control | —Unverified | 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 |
| Contract-based hierarchical control using predictive feasibility value functions | Apr 16, 2025 | Autonomous DrivingComputational Efficiency | —Unverified | 0 |
| Robust MPC for Uncertain Linear Systems -- Combining Model Adaptation and Iterative Learning | Apr 15, 2025 | Computational EfficiencyModel Predictive Control | CodeCode Available | 1 |
| 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 |
| Offset-free Nonlinear MPC with Koopman-based Surrogate Models | Apr 15, 2025 | Model Predictive Control | —Unverified | 0 |
| Robust Output-Feedback MPC for Nonlinear Systems with Applications to Robotic Exploration | Apr 14, 2025 | Model Predictive ControlRobot Navigation | —Unverified | 0 |
| A moving horizon estimator for aquifer thermal energy storages | Apr 14, 2025 | Model Predictive Control | —Unverified | 0 |