| Diverse Probabilistic Trajectory Forecasting with Admissibility Constraints | Feb 7, 2023 | DiversityMotion Planning | CodeCode Available | 0 |
| Holistic Deep-Reinforcement-Learning-based Training of Autonomous Navigation Systems | Feb 6, 2023 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Active Uncertainty Reduction for Safe and Efficient Interaction Planning: A Shielding-Aware Dual Control Approach | Feb 1, 2023 | Autonomous VehiclesModel Predictive Control | CodeCode Available | 1 |
| MTP-GO: Graph-Based Probabilistic Multi-Agent Trajectory Prediction with Neural ODEs | Feb 1, 2023 | Motion PlanningTrajectory Prediction | CodeCode Available | 1 |
| From Semi-supervised to Omni-supervised Room Layout Estimation Using Point Clouds | Jan 31, 2023 | Motion PlanningPseudo Label | CodeCode Available | 1 |
| Search-Based Task and Motion Planning for Hybrid Systems: Agile Autonomous Vehicles | Jan 25, 2023 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 1 |
| Generalized Object Search | Jan 24, 2023 | Motion PlanningObject | —Unverified | 0 |
| Learning to View: Decision Transformers for Active Object Detection | Jan 23, 2023 | Active Object DetectionMotion Planning | —Unverified | 0 |
| Mitigating Motion Sickness with Optimization-based Motion Planning | Jan 19, 2023 | Motion Planning | —Unverified | 0 |
| Diffusion-based Generation, Optimization, and Planning in 3D Scenes | Jan 15, 2023 | DenoisingGrasp Generation | CodeCode Available | 2 |
| Deep-Reinforcement-Learning-based Path Planning for Industrial Robots using Distance Sensors as Observation | Jan 14, 2023 | Deep Reinforcement LearningIndustrial Robots | CodeCode Available | 1 |
| Fast Kinodynamic Planning on the Constraint Manifold with Deep Neural Networks | Jan 11, 2023 | Motion Planning | CodeCode Available | 1 |
| Orbit: A Unified Simulation Framework for Interactive Robot Learning Environments | Jan 10, 2023 | GPUImitation Learning | CodeCode Available | 5 |
| A Distance-Geometric Method for Recovering Robot Joint Angles From an RGB Image | Jan 5, 2023 | Motion Planning | —Unverified | 0 |
| Quantitative Planning with Action Deception in Concurrent Stochastic Games | Jan 3, 2023 | Motion Planning | —Unverified | 0 |
| Towards Zero Domain Gap: A Comprehensive Study of Realistic LiDAR Simulation for Autonomy Testing | Jan 1, 2023 | Motion Planning | —Unverified | 0 |
| Interaction-Aware Motion Planning for Autonomous Vehicles with Multi-Modal Obstacle Uncertainty Predictions | Dec 22, 2022 | Autonomous VehiclesCollision Avoidance | CodeCode Available | 1 |
| Statistical Safety and Robustness Guarantees for Feedback Motion Planning of Unknown Underactuated Stochastic Systems | Dec 13, 2022 | Motion Planning | —Unverified | 0 |
| Embedding Synthetic Off-Policy Experience for Autonomous Driving via Zero-Shot Curricula | Dec 2, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Nonlinear controllability and function representation by neural stochastic differential equations | Dec 1, 2022 | Motion Planning | —Unverified | 0 |
| Learning Agile Paths from Optimal Control | Nov 30, 2022 | Motion Planning | —Unverified | 0 |
| R-Pred: Two-Stage Motion Prediction Via Tube-Query Attention-Based Trajectory Refinement | Nov 16, 2022 | Motion ForecastingMotion Planning | —Unverified | 0 |
| A Survey on the Integration of Machine Learning with Sampling-based Motion Planning | Nov 15, 2022 | Computational EfficiencyMotion Planning | —Unverified | 0 |
| RL-DWA Omnidirectional Motion Planning for Person Following in Domestic Assistance and Monitoring | Nov 9, 2022 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Robot Basics: Representation, Rotation and Velocity | Nov 5, 2022 | Motion Planning | —Unverified | 0 |