| Predictive and Semantic Layout Estimation for Robotic Applications in Manhattan Worlds | Nov 19, 2018 | Motion Planning | —Unverified | 0 |
| Combining Subgoal Graphs with Reinforcement Learning to Build a Rational Pathfinder | Nov 5, 2018 | Motion PlanningOptimal Motion Planning | —Unverified | 0 |
| A Framework for Probabilistic Generic Traffic Scene Prediction | Oct 30, 2018 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Accelerated Labeling of Discrete Abstractions for Autonomous Driving Subject to LTL Specifications | Oct 5, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| ChainQueen: A Real-Time Differentiable Physical Simulator for Soft Robotics | Oct 2, 2018 | Motion Planning | —Unverified | 0 |
| Auto-conditioned Recurrent Mixture Density Networks for Learning Generalizable Robot Skills | Sep 29, 2018 | Motion Planning | —Unverified | 0 |
| Learning Navigation Behaviors End-to-End with AutoRL | Sep 26, 2018 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Deeply Informed Neural Sampling for Robot Motion Planning | Sep 26, 2018 | Motion Planning | CodeCode Available | 0 |
| Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks | Sep 18, 2018 | Autonomous DrivingMotion Planning | CodeCode Available | 0 |
| Safe Navigation with Human Instructions in Complex Scenes | Sep 12, 2018 | Collision AvoidanceMotion Planning | —Unverified | 0 |