| Research on the Inverse Kinematics Prediction of a Soft Biomimetic Actuator via BP Neural Network | Oct 26, 2021 | Motion PlanningPosition | —Unverified | 0 |
| DiffSRL: Learning Dynamical State Representation for Deformable Object Manipulation with Differentiable Simulator | Oct 24, 2021 | Deformable Object ManipulationMotion Planning | CodeCode Available | 1 |
| Integrated Task and Motion Planning for Safe Legged Navigation in Partially Observable Environments | Oct 23, 2021 | Motion PlanningTask and Motion Planning | CodeCode Available | 1 |
| K-Lane: Lidar Lane Dataset and Benchmark for Urban Roads and Highways | Oct 21, 2021 | Autonomous DrivingLane Detection | CodeCode Available | 1 |
| sbp-env: Sampling-based Motion Planners' Testing Environment | Oct 15, 2021 | Motion Planning | —Unverified | 0 |
| Scalable Anytime Algorithms for Learning Fragments of Linear Temporal Logic | Oct 13, 2021 | Motion Planning | CodeCode Available | 1 |
| Exact and Bounded Collision Probability for Motion Planning under Gaussian Uncertainty | Oct 12, 2021 | Motion Planning | —Unverified | 0 |
| Using UAVs for vehicle tracking and collision risk assessment at intersections | Oct 11, 2021 | ManagementMotion Planning | —Unverified | 0 |
| AMRA*: Anytime Multi-Resolution Multi-Heuristic A* | Oct 11, 2021 | Heuristic SearchMotion Planning | CodeCode Available | 1 |
| Leveraging Experience in Lazy Search | Oct 10, 2021 | Imitation LearningMotion Planning | —Unverified | 0 |
| 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 |
| Integrating Deep Reinforcement and Supervised Learning to Expedite Indoor Mapping | Sep 17, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Back to the Future: Efficient, Time-Consistent Solutions in Reach-Avoid Games | Sep 16, 2021 | Motion Planning | CodeCode Available | 1 |
| Reconstructing occluded Elevation Information in Terrain Maps with Self-supervised Learning | Sep 15, 2021 | CPUGPU | CodeCode Available | 1 |
| Interactive multi-modal motion planning with Branch Model Predictive Control | Sep 10, 2021 | Autonomous VehiclesModel Predictive Control | CodeCode Available | 1 |
| Tube-Certified Trajectory Tracking for Nonlinear Systems With Robust Control Contraction Metrics | Sep 9, 2021 | Motion Planningvalid | CodeCode Available | 1 |