| Continuous Motion Planning with Temporal Logic Specifications using Deep Neural Networks | Apr 2, 2020 | Motion Planningreinforcement-learning | —Unverified | 0 |
| Go Fetch: Mobile Manipulation in Unstructured Environments | Apr 2, 2020 | Motion Planning | —Unverified | 0 |
| Moment State Dynamical Systems for Nonlinear Chance-Constrained Motion Planning | Mar 23, 2020 | Motion Planning | —Unverified | 0 |
| Analysis and Prediction of Pedestrian Crosswalk Behavior during Automated Vehicle Interactions | Mar 22, 2020 | Motion PlanningPedestrian Trajectory Prediction | —Unverified | 0 |
| Learning 3D Part Assembly from a Single Image | Mar 21, 2020 | Motion PlanningPose Prediction | CodeCode Available | 1 |
| Transfer Reinforcement Learning under Unobserved Contextual Information | Mar 9, 2020 | Motion PlanningQ-Learning | —Unverified | 0 |
| FormulaZero: Distributionally Robust Online Adaptation via Offline Population Synthesis | Mar 9, 2020 | Autonomous RacingAutonomous Vehicles | CodeCode Available | 0 |
| Experimental Comparison of Global Motion Planning Algorithms for Wheeled Mobile Robots | Mar 7, 2020 | Autonomous DrivingMotion Planning | CodeCode Available | 1 |
| Piecewise linear regressions for approximating distance metrics | Feb 27, 2020 | Motion Planning | —Unverified | 0 |
| Sub-Goal Trees -- a Framework for Goal-Based Reinforcement Learning | Feb 27, 2020 | Motion Planningreinforcement-learning | —Unverified | 0 |
| Learning Navigation Costs from Demonstration in Partially Observable Environments | Feb 26, 2020 | Autonomous NavigationMotion Planning | —Unverified | 0 |
| JRMOT: A Real-Time 3D Multi-Object Tracker and a New Large-Scale Dataset | Feb 19, 2020 | Autonomous NavigationMotion Planning | CodeCode Available | 1 |
| Survey of Deep Reinforcement Learning for Motion Planning of Autonomous Vehicles | Jan 30, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Socially intelligent task and motion planning for human-robot interaction | Jan 23, 2020 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Multi-agent Motion Planning for Dense and Dynamic Environments via Deep Reinforcement Learning | Jan 18, 2020 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| FASTER: Fast and Safe Trajectory Planner for Navigation in Unknown Environments | Jan 9, 2020 | Motion PlanningTrajectory Planning | CodeCode Available | 2 |
| Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey | Jan 8, 2020 | Autonomous NavigationDecision Making | —Unverified | 0 |
| PDE-based multi-agent formation control using flatness and backstepping: analysis, design and robot experiments | Dec 22, 2019 | Motion Planning | —Unverified | 0 |
| Practical Solutions for Machine Learning Safety in Autonomous Vehicles | Dec 20, 2019 | Autonomous VehiclesBIG-bench Machine Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Motion Planning of Mobile Robots | Dec 19, 2019 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| A Dynamic Motion Planning Framework for Autonomous Driving in Urban Environments | Dec 10, 2019 | Autonomous DrivingMotion Planning | —Unverified | 0 |
| Driving Style Encoder: Situational Reward Adaptation for General-Purpose Planning in Automated Driving | Dec 7, 2019 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| A Configuration-Space Decomposition Scheme for Learning-based Collision Checking | Nov 17, 2019 | BIG-bench Machine LearningMotion Planning | —Unverified | 0 |
| Motion Reasoning for Goal-Based Imitation Learning | Nov 13, 2019 | Imitation LearningMotion Planning | —Unverified | 0 |
| Object-Centric Task and Motion Planning in Dynamic Environments | Nov 12, 2019 | Motion PlanningObject | —Unverified | 0 |