| 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 |
| Prediction of Bottleneck Points for Manipulation Planning in Cluttered Environment using a 3D Convolutional Neural Network | Nov 12, 2019 | Industrial RobotsMotion Planning | —Unverified | 0 |
| Non-Centralized Navigation for Source Localization by Cooperative UAVs | Oct 28, 2019 | DiversityMotion Planning | —Unverified | 0 |
| Task-Motion Planning for Navigation in Belief Space | Oct 24, 2019 | Motion PlanningNavigate | —Unverified | 0 |
| Spatially-Aware Graph Neural Networks for Relational Behavior Forecasting from Sensor Data | Oct 18, 2019 | Graph Neural NetworkMotion Planning | —Unverified | 0 |
| Spacecraft Relative Motion Planning Using Chained Chance-Constrained Admissible Sets | Oct 17, 2019 | Motion Planning | —Unverified | 0 |
| Neural Collision Clearance Estimator for Batched Motion Planning | Oct 14, 2019 | Motion Planning | —Unverified | 0 |
| MultiPath: Multiple Probabilistic Anchor Trajectory Hypotheses for Behavior Prediction | Oct 12, 2019 | Autonomous DrivingMotion Planning | CodeCode Available | 0 |
| Multi-Vehicle Interaction Scenarios Generation with Interpretable Traffic Primitives and Gaussian Process Regression | Oct 8, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Learned Critical Probabilistic Roadmaps for Robotic Motion Planning | Oct 8, 2019 | Motion Planning | —Unverified | 0 |
| Motion Planning through Demonstration to Deal with Complex Motions in Assembly Process | Oct 4, 2019 | Motion Planning | —Unverified | 0 |
| Review of Learning-based Longitudinal Motion Planning for Autonomous Vehicles: Research Gaps between Self-driving and Traffic Congestion | Oct 2, 2019 | Autonomous VehiclesBIG-bench Machine Learning | —Unverified | 0 |
| Distributed Attack-Robust Submodular Maximization for Multi-Robot Planning | Oct 2, 2019 | Motion Planning | —Unverified | 0 |
| End-to-End Motion Planning of Quadrotors Using Deep Reinforcement Learning | Sep 30, 2019 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Interactive Decision Making for Autonomous Vehicles in Dense Traffic | Sep 27, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| An Adversarial Approach to Private Flocking in Mobile Robot Teams | Sep 23, 2019 | Motion Planning | CodeCode Available | 0 |
| DeepGait: Planning and Control of Quadrupedal Gaits using Deep Reinforcement Learning | Sep 18, 2019 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Control Synthesis from Linear Temporal Logic Specifications using Model-Free Reinforcement Learning | Sep 16, 2019 | Motion Planningreinforcement-learning | CodeCode Available | 0 |
| kPAM-SC: Generalizable Manipulation Planning using KeyPoint Affordance and Shape Completion | Sep 16, 2019 | Keypoint DetectionMotion Planning | —Unverified | 0 |
| MuMMER: Socially Intelligent Human-Robot Interaction in Public Spaces | Sep 15, 2019 | Motion Planning | —Unverified | 0 |
| Motion Planning Explorer: Visualizing Local Minima using a Local-Minima Tree | Sep 11, 2019 | Motion Planning | CodeCode Available | 0 |
| Force-based Algorithm for Motion Planning of Large Agent Teams | Sep 10, 2019 | Collision AvoidanceMotion Planning | —Unverified | 0 |
| Bayesian Local Sampling-based Planning | Sep 8, 2019 | Motion Planningvalid | —Unverified | 0 |
| miniSAM: A Flexible Factor Graph Non-linear Least Squares Optimization Framework | Sep 3, 2019 | BenchmarkingMotion Planning | CodeCode Available | 1 |
| Task-assisted Motion Planning in Partially Observable Domains | Aug 27, 2019 | Motion PlanningRobot Navigation | —Unverified | 0 |
| Generic Tracking and Probabilistic Prediction Framework and Its Application in Autonomous Driving | Aug 23, 2019 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |