| Efficient Motion Planning for Automated Lane Change based on Imitation Learning and Mixed-Integer Optimization | Apr 18, 2019 | Action GenerationAutonomous Driving | CodeCode Available | 0 |
| Simultaneous Contact, Gait and Motion Planning for Robust Multi-Legged Locomotion via Mixed-Integer Convex Optimization | Apr 9, 2019 | FrictionMotion Planning | —Unverified | 0 |
| On-line and on-board planning and perception for quadrupedal locomotion | Apr 7, 2019 | Motion Planning | —Unverified | 0 |
| Planning under non-rational perception of uncertain spatial costs | Apr 5, 2019 | Motion Planning | —Unverified | 0 |
| Can a Robot Become a Movie Director? Learning Artistic Principles for Aerial Cinematography | Apr 4, 2019 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| 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 |
| 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 |