| Vector Field-based Collision Avoidance for Moving Obstacles with Time-Varying Elliptical Shape | Jul 4, 2022 | Collision AvoidanceMotion Planning | CodeCode Available | 1 |
| 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 |
| ScePT: Scene-consistent, Policy-based Trajectory Predictions for Planning | Jun 18, 2022 | Motion PlanningPrediction | CodeCode Available | 1 |
| Safe Output Feedback Motion Planning from Images via Learned Perception Modules and Contraction Theory | Jun 14, 2022 | Motion PlanningState Estimation | —Unverified | 0 |
| Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction | Jun 12, 2022 | Autonomous DrivingFuture prediction | CodeCode Available | 1 |
| A Holistic Robust Motion Controller Framework for Autonomous Platooning | Jun 10, 2022 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Tensor Train for Global Optimization Problems in Robotics | Jun 10, 2022 | global-optimizationMotion 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 |
| Informed Steiner Trees: Sampling and Pruning for Multi-Goal Path Finding in High Dimensions | May 9, 2022 | Motion Planning | —Unverified | 0 |
| FlowBot3D: Learning 3D Articulation Flow to Manipulate Articulated Objects | May 9, 2022 | Motion Planning | —Unverified | 0 |
| Probabilistic Symmetry for Multi-Agent Dynamics | May 4, 2022 | Autonomous DrivingCollision Avoidance | CodeCode Available | 0 |
| Sampling-free obstacle gradients and reactive planning in Neural Radiance Fields (NeRF) | May 3, 2022 | Motion PlanningNeRF | —Unverified | 0 |
| Safety-Aware Optimal Control for Motion Planning with Low Computing Complexity | Apr 28, 2022 | Motion Planning | —Unverified | 0 |
| Minimum Displacement Motion Planning for Movable Obstacles | Apr 27, 2022 | Motion Planning | —Unverified | 0 |
| Risk-Averse Receding Horizon Motion Planning for Obstacle Avoidance using Coherent Risk Measures | Apr 20, 2022 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| SymForce: Symbolic Computation and Code Generation for Robotics | Apr 17, 2022 | Code GenerationMath | CodeCode Available | 3 |