| Learn and Link: Learning Critical Regions for Efficient Planning | Mar 8, 2019 | Motion Planning | —Unverified | 0 |
| Deep Learning Based Motion Planning For Autonomous Vehicle Using Spatiotemporal LSTM Network | Mar 5, 2019 | Motion Planning | —Unverified | 0 |
| WiseMove: A Framework for Safe Deep Reinforcement Learning for Autonomous Driving | Feb 11, 2019 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Learning Configuration Space Belief Model from Collision Checks for Motion Planning | Jan 22, 2019 | Motion Planning | —Unverified | 0 |
| Learning-Based Synthesis of Safety Controllers | Jan 21, 2019 | Motion Planning | —Unverified | 0 |
| Deep Grid Net (DGN): A Deep Learning System for Real-Time Driving Context Understanding | Jan 16, 2019 | Autonomous DrivingMotion Planning | —Unverified | 0 |
| Continuous Trajectory Planning Based on Learning Optimization in High Dimensional Input Space for Serial Manipulators | Dec 18, 2018 | Motion PlanningTrajectory Planning | —Unverified | 0 |
| Learning to Predict Ego-Vehicle Poses for Sampling-Based Nonholonomic Motion Planning | Dec 3, 2018 | Motion Planning | —Unverified | 0 |
| Regret bounds for meta Bayesian optimization with an unknown Gaussian process prior | Nov 23, 2018 | Bayesian OptimizationMotion Planning | CodeCode Available | 0 |
| Integrating Task-Motion Planning with Reinforcement Learning for Robust Decision Making in Mobile Robots | Nov 21, 2018 | Decision MakingMotion Planning | —Unverified | 0 |