| Neural Contraction Metrics for Robust Estimation and Control: A Convex Optimization Approach | Jun 8, 2020 | Motion PlanningOptimal Motion Planning | CodeCode Available | 1 | 5 |
| Deep-Reinforcement-Learning-based Path Planning for Industrial Robots using Distance Sensors as Observation | Jan 14, 2023 | Deep Reinforcement LearningIndustrial Robots | CodeCode Available | 1 | 5 |
| From Shadows to Safety: Occlusion Tracking and Risk Mitigation for Urban Autonomous Driving | Apr 2, 2025 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Learning to combine primitive skills: A step towards versatile robotic manipulation | Aug 2, 2019 | Data AugmentationImitation Learning | CodeCode Available | 1 | 5 |
| Future-Oriented Navigation: Dynamic Obstacle Avoidance with One-Shot Energy-Based Multimodal Motion Prediction | May 1, 2025 | Model Predictive ControlMotion Planning | CodeCode Available | 1 | 5 |
| Combining Reinforcement Learning with Model Predictive Control for On-Ramp Merging | Nov 17, 2020 | Autonomous DrivingModel Predictive Control | CodeCode Available | 1 | 5 |
| Automated Lane Merging via Game Theory and Branch Model Predictive Control | Nov 25, 2023 | Computational EfficiencyModel Predictive Control | CodeCode Available | 1 | 5 |
| GEM: Online Globally consistent dense elevation mapping for unstructured terrain | Dec 14, 2020 | CPUGPU | CodeCode Available | 1 | 5 |
| EagerMOT: 3D Multi-Object Tracking via Sensor Fusion | Apr 29, 2021 | 3D Multi-Object TrackingMotion Planning | CodeCode Available | 1 | 5 |
| 3D BAT: A Semi-Automatic, Web-based 3D Annotation Toolbox for Full-Surround, Multi-Modal Data Streams | May 1, 2019 | Motion Planningmotion prediction | CodeCode Available | 1 | 5 |
