| 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 |