| Task Allocation for Multi-Robot Task and Motion Planning: a case for Object Picking in Cluttered Workspaces | Oct 8, 2021 | Motion PlanningObject | —Unverified | 0 |
| How to Build a Curb Dataset with LiDAR Data for Autonomous Driving | Oct 8, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Efficient and High-quality Prehensile Rearrangement in Cluttered and Confined Spaces | Oct 6, 2021 | Motion PlanningObject | CodeCode Available | 1 |
| SHARP: Shielding-Aware Robust Planning for Safe and Efficient Human-Robot Interaction | Oct 2, 2021 | Human motion predictionMotion Planning | CodeCode Available | 1 |
| Multi-lane Cruising Using Hierarchical Planning and Reinforcement Learning | Oct 1, 2021 | Hierarchical Reinforcement LearningMotion Planning | —Unverified | 0 |
| Motion Planning for Autonomous Vehicles in the Presence of Uncertainty Using Reinforcement Learning | Oct 1, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| How To Not Drive: Learning Driving Constraints from Demonstration | Oct 1, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Model-Free Reinforcement Learning for Optimal Control of MarkovDecision Processes Under Signal Temporal Logic Specifications | Sep 27, 2021 | Motion Planningreinforcement-learning | —Unverified | 0 |
| Graph-Based Spatial-Temporal Convolutional Network for Vehicle Trajectory Prediction in Autonomous Driving | Sep 27, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| PredictionNet: Real-Time Joint Probabilistic Traffic Prediction for Planning, Control, and Simulation | Sep 23, 2021 | Autonomous DrivingGPU | —Unverified | 0 |