| The Importance of Prior Knowledge in Precise Multimodal Prediction | Jun 4, 2020 | Motion ForecastingMotion Planning | —Unverified | 0 |
| N 2 C : Neural Network Controller Design Using Behavioral Cloning | Jun 1, 2020 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Combinatorics of a Discrete Trajectory Space for Robot Motion Planning | May 25, 2020 | Motion Planning | —Unverified | 0 |
| Learning from Naturalistic Driving Data for Human-like Autonomous Highway Driving | May 23, 2020 | Motion Planning | —Unverified | 0 |
| State-switching control of the second-order chained form system | May 22, 2020 | FormMotion Planning | —Unverified | 0 |
| Enhancing Lattice-based Motion Planning with Introspective Learning and Reasoning | May 15, 2020 | Motion Planning | —Unverified | 0 |
| On the Convergence of Overlapping Schwarz Decomposition for Nonlinear Optimal Control | May 14, 2020 | Motion PlanningSensitivity | —Unverified | 0 |
| Chance-Constrained Trajectory Optimization for Safe Exploration and Learning of Nonlinear Systems | May 9, 2020 | Motion PlanningOptimal Motion Planning | —Unverified | 0 |
| Stereo Vision for Unmanned Aerial VehicleDetection, Tracking, and Motion Control | May 7, 2020 | Motion Planningobject-detection | —Unverified | 0 |
| Online Mapping and Motion Planning under Uncertainty for Safe Navigation in Unknown Environments | Apr 26, 2020 | Autonomous NavigationMotion Planning | —Unverified | 0 |
| PBCS : Efficient Exploration and Exploitation Using a Synergy between Reinforcement Learning and Motion Planning | Apr 24, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Flexible and Efficient Long-Range Planning Through Curious Exploration | Apr 22, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Autonomous task planning and situation awareness in robotic surgery | Apr 19, 2020 | Motion PlanningTask Planning | —Unverified | 0 |
| Multi-Resolution A* | Apr 14, 2020 | Heuristic SearchMotion Planning | —Unverified | 0 |
| CNN Encoder to Reduce the Dimensionality of Data Image for Motion Planning | Apr 10, 2020 | Motion Planning | —Unverified | 0 |
| 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 |
| FormulaZero: Distributionally Robust Online Adaptation via Offline Population Synthesis | Mar 9, 2020 | Autonomous RacingAutonomous Vehicles | CodeCode Available | 0 |
| Transfer Reinforcement Learning under Unobserved Contextual Information | Mar 9, 2020 | Motion PlanningQ-Learning | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| Prediction of Bottleneck Points for Manipulation Planning in Cluttered Environment using a 3D Convolutional Neural Network | Nov 12, 2019 | Industrial RobotsMotion Planning | —Unverified | 0 |
| Object-Centric Task and Motion Planning in Dynamic Environments | Nov 12, 2019 | Motion PlanningObject | —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 |
| Distributed Attack-Robust Submodular Maximization for Multi-Robot Planning | Oct 2, 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 |
| 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 |