| 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 |
| Predictive and Semantic Layout Estimation for Robotic Applications in Manhattan Worlds | Nov 19, 2018 | Motion Planning | —Unverified | 0 |
| Learning Latent Dynamics for Planning from Pixels | Nov 12, 2018 | continuous-controlContinuous Control | CodeCode Available | 1 |
| 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 |