| CAMO-MOT: Combined Appearance-Motion Optimization for 3D Multi-Object Tracking with Camera-LiDAR Fusion | Sep 6, 2022 | 3D Multi-Object TrackingAutonomous Driving | —Unverified | 0 |
| Mathematical certification of motion planning on uncertain terrain with limited perception: a case study | Aug 30, 2022 | Motion Planning | —Unverified | 0 |
| Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner | Aug 24, 2022 | Motion PlanningVideo Prediction | —Unverified | 0 |
| Time-to-Green predictions for fully-actuated signal control systems with supervised learning | Aug 24, 2022 | Motion PlanningTime Series | —Unverified | 0 |
| InterTrack: Interaction Transformer for 3D Multi-Object Tracking | Aug 17, 2022 | 3D Multi-Object TrackingAutonomous Vehicles | —Unverified | 0 |
| Hierarchical Reinforcement Learning for Precise Soccer Shooting Skills using a Quadrupedal Robot | Aug 1, 2022 | Deep Reinforcement LearningFriction | —Unverified | 0 |
| Motion Planning and Control for Multi Vehicle Autonomous Racing at High Speeds | Jul 22, 2022 | Autonomous RacingMotion Planning | —Unverified | 0 |
| World Robot Challenge 2020 -- Partner Robot: A Data-Driven Approach for Room Tidying with Mobile Manipulator | Jul 20, 2022 | Motion Planning | —Unverified | 0 |
| Distributed Safe Learning and Planning for Multi-robot Systems | Jul 16, 2022 | Active LearningCollision Avoidance | —Unverified | 0 |
| Long-Horizon Planning and Execution with Functional Object-Oriented Networks | Jul 12, 2022 | Motion PlanningObject | —Unverified | 0 |
| State Dropout-Based Curriculum Reinforcement Learning for Self-Driving at Unsignalized Intersections | Jul 10, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Simultaneous Contact-Rich Grasping and Locomotion via Distributed Optimization Enabling Free-Climbing for Multi-Limbed Robots | Jul 4, 2022 | Distributed OptimizationMotion Planning | —Unverified | 0 |
| Reinforcement Learning Based User-Guided Motion Planning for Human-Robot Collaboration | Jul 1, 2022 | Motion Planningreinforcement-learning | —Unverified | 0 |
| Understanding Physical Effects for Effective Tool-use | Jun 30, 2022 | Motion Planningregression | —Unverified | 0 |
| Safe, Learning-Based MPC for Highway Driving under Lane-Change Uncertainty: A Distributionally Robust Approach | Jun 27, 2022 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Learning Neuro-Symbolic Skills for Bilevel Planning | Jun 21, 2022 | Decision MakingMotion Planning | —Unverified | 0 |
| Intention-Aware Navigation in Crowds with Extended-Space POMDP Planning | Jun 20, 2022 | Autonomous NavigationMotion Planning | CodeCode Available | 0 |
| Safe Output Feedback Motion Planning from Images via Learned Perception Modules and Contraction Theory | Jun 14, 2022 | Motion PlanningState Estimation | —Unverified | 0 |
| Tensor Train for Global Optimization Problems in Robotics | Jun 10, 2022 | global-optimizationMotion Planning | —Unverified | 0 |
| A Holistic Robust Motion Controller Framework for Autonomous Platooning | Jun 10, 2022 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Narrowing the Coordinate-frame Gap in Behavior Prediction Models: Distillation for Efficient and Accurate Scene-centric Motion Forecasting | Jun 8, 2022 | Autonomous DrivingKnowledge Distillation | —Unverified | 0 |
| Learning Symbolic Operators: A Neurosymbolic Solution for Autonomous Disassembly of Electric Vehicle Battery | Jun 7, 2022 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| SAMPLE-HD: Simultaneous Action and Motion Planning Learning Environment | Jun 1, 2022 | Motion PlanningQuestion Answering | —Unverified | 0 |
| Physics-Guided Hierarchical Reward Mechanism for Learning-Based Robotic Grasping | May 26, 2022 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| Provably Safe Deep Reinforcement Learning for Robotic Manipulation in Human Environments | May 12, 2022 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |