| Online Risk-Bounded Motion Planning for Autonomous Vehicles in Dynamic Environments | Apr 4, 2019 | Autonomous VehiclesHeuristic Search | —Unverified | 0 |
| Interaction-aware Multi-agent Tracking and Probabilistic Behavior Prediction via Adversarial Learning | Apr 4, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Using Local Experiences for Global Motion Planning | Mar 20, 2019 | Motion Planning | —Unverified | 0 |
| Trajectory Optimization for Unknown Constrained Systems using Reinforcement Learning | Mar 13, 2019 | Motion Planningreinforcement-learning | —Unverified | 0 |
| 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 |