| ReorientBot: Learning Object Reorientation for Specific-Posed Placement | Feb 22, 2022 | Motion GenerationMotion Planning | CodeCode Available | 1 |
| RTGNN: A Novel Approach to Model Stochastic Traffic Dynamics | Feb 21, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 |
| RNGDet: Road Network Graph Detection by Transformer in Aerial Images | Feb 16, 2022 | Imitation LearningMotion Planning | —Unverified | 0 |
| Active Uncertainty Reduction for Human-Robot Interaction: An Implicit Dual Control Approach | Feb 15, 2022 | Model Predictive ControlMotion Planning | CodeCode Available | 1 |
| SafePicking: Learning Safe Object Extraction via Object-Level Mapping | Feb 11, 2022 | Motion PlanningObject | CodeCode Available | 1 |
| From Motion to Muscle | Jan 27, 2022 | Motion Planning | —Unverified | 0 |
| A Cooperation-Aware Lane Change Method for Autonomous Vehicles | Jan 26, 2022 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 |
| Risk Bounded Nonlinear Robot Motion Planning With Integrated Perception & Control | Jan 5, 2022 | Model Predictive ControlMotion Planning | CodeCode Available | 1 |
| Economic MPC-based planning for marine vehicles: Tuning safety and energy efficiency | Dec 10, 2021 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Autonomous Aerial Robot for High-Speed Search and Intercept Applications | Dec 10, 2021 | Motion PlanningState Estimation | —Unverified | 0 |
| Gaussian Process Constraint Learning for Scalable Chance-Constrained Motion Planning from Demonstrations | Dec 8, 2021 | Gaussian ProcessesMotion Planning | —Unverified | 0 |
| Guided Imitation of Task and Motion Planning | Dec 6, 2021 | Imitation LearningMotion Planning | —Unverified | 0 |
| Transition Motion Tensor: A Data-Driven Approach for Versatile and Controllable Agents in Physically Simulated Environments | Nov 30, 2021 | Motion Planning | —Unverified | 0 |
| Learning to Search in Task and Motion Planning with Streams | Nov 25, 2021 | Graph Neural NetworkMotion Planning | —Unverified | 0 |
| The Faulty GPS Problem: Shortest Time Paths in Networks with Unreliable Directions | Nov 17, 2021 | ARCMotion Planning | —Unverified | 0 |
| Neural Motion Planning for Autonomous Parking | Nov 12, 2021 | Motion Planning | —Unverified | 0 |
| Full-Body Visual Self-Modeling of Robot Morphologies | Nov 11, 2021 | Motion Planning | CodeCode Available | 1 |
| Distilling Motion Planner Augmented Policies into Visual Control Policies for Robot Manipulation | Nov 11, 2021 | Imitation LearningMotion Planning | CodeCode Available | 1 |
| Learning Perceptual Concepts by Bootstrapping from Human Queries | Nov 9, 2021 | Motion PlanningObject | —Unverified | 0 |
| Learning suction graspability considering grasp quality and robot reachability for bin-picking | Nov 4, 2021 | DecoderMetric Learning | —Unverified | 0 |
| idSTLPy: A Python Toolbox for Active Perception and Control | Nov 4, 2021 | Motion Planning | —Unverified | 0 |
| Panoptic 3D Scene Reconstruction From a Single RGB Image | Nov 3, 2021 | 2D Panoptic Segmentation3D Instance Segmentation | CodeCode Available | 1 |
| Geometry-aware Bayesian Optimization in Robotics using Riemannian Matérn Kernels | Nov 2, 2021 | Bayesian OptimizationMotion Planning | CodeCode Available | 1 |
| JEDAI: A System for Skill-Aligned Explainable Robot Planning | Oct 31, 2021 | Decision MakingMotion Planning | CodeCode Available | 1 |
| DDK: A Deep Koopman Approach for Dynamics Modeling and Trajectory Tracking of Autonomous Vehicles | Oct 27, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |