| 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 |
| FlowBot3D: Learning 3D Articulation Flow to Manipulate Articulated Objects | May 9, 2022 | Motion Planning | —Unverified | 0 |
| Informed Steiner Trees: Sampling and Pruning for Multi-Goal Path Finding in High Dimensions | 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 |
| Safe Reinforcement Learning Using Black-Box Reachability Analysis | Apr 15, 2022 | Motion Planningreinforcement-learning | CodeCode Available | 0 |
| Approximating Constraint Manifolds Using Generative Models for Sampling-Based Constrained Motion Planning | Apr 14, 2022 | Motion Planning | —Unverified | 0 |
| Safety in Augmented Importance Sampling: Performance Bounds for Robust MPPI | Apr 12, 2022 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| T* -- Bounded-Suboptimal Efficient Motion Planning for Minimum-Time Planar Curvature-Constrained Systems | Apr 4, 2022 | Motion Planning | —Unverified | 0 |
| A Cooperative Optimal Control Framework for Connected and Automated Vehicles in Mixed Traffic Using Social Value Orientation | Mar 31, 2022 | Motion Planning | —Unverified | 0 |
| Closed-Form Minkowski Sum Approximations for Efficient Optimization-Based Collision Avoidance | Mar 30, 2022 | Collision AvoidanceForm | CodeCode Available | 0 |
| A Barrier-Certified Optimal Coordination Framework for Connected and Automated Vehicles | Mar 30, 2022 | Motion Planning | —Unverified | 0 |
| Accelerating Integrated Task and Motion Planning with Neural Feasibility Checking | Mar 20, 2022 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Comparing SONN Types for Efficient Robot Motion Planning in the Configuration Space | Mar 18, 2022 | Motion Planning | —Unverified | 0 |
| Representation, learning, and planning algorithms for geometric task and motion planning | Mar 9, 2022 | Heuristic SearchMotion Planning | —Unverified | 0 |
| Graph-based Reinforcement Learning meets Mixed Integer Programs: An application to 3D robot assembly discovery | Mar 8, 2022 | global-optimizationMotion Planning | —Unverified | 0 |
| Important Object Identification with Semi-Supervised Learning for Autonomous Driving | Mar 5, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Safely: Safe Stochastic Motion Planning Under Constrained Sensing via Duality | Mar 5, 2022 | Motion Planning | —Unverified | 0 |
| Cooperative Task and Motion Planning for Multi-Arm Assembly Systems | Mar 4, 2022 | Motion PlanningMulti-Agent Path Finding | —Unverified | 0 |
| Quantity over Quality: Training an AV Motion Planner with Large Scale Commodity Vision Data | Mar 3, 2022 | Motion Planning | —Unverified | 0 |
| Imitation and Adaptation Based on Consistency: A Quadruped Robot Imitates Animals from Videos Using Deep Reinforcement Learning | Mar 2, 2022 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| L4KDE: Learning for KinoDynamic Tree Expansion | Mar 2, 2022 | Motion Planning | —Unverified | 0 |
| Preemptive Motion Planning for Human-to-Robot Indirect Placement Handovers | Mar 1, 2022 | Motion PlanningObject | —Unverified | 0 |