| 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 |
| Learning to guide task and motion planning using score-space representation | Jul 26, 2018 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Potentially Guided Bidirectionalized RRT* for Fast Optimal Path Planning in Cluttered Environments | Jul 22, 2018 | Motion Planning | —Unverified | 0 |
| Baidu Apollo EM Motion Planner | Jul 20, 2018 | Autonomous DrivingMotion Planning | CodeCode Available | 0 |
| Entropy Maximization for Markov Decision Processes Under Temporal Logic Constraints | Jul 9, 2018 | Motion Planning | —Unverified | 0 |
| A Survey of Knowledge Representation in Service Robotics | Jul 5, 2018 | Activity RecognitionBIG-bench Machine Learning | —Unverified | 0 |
| Motion Planning Networks | Jun 14, 2018 | Motion PlanningSelf-Driving Cars | CodeCode Available | 0 |
| Simplifying Reward Design through Divide-and-Conquer | Jun 7, 2018 | Motion PlanningReinforcement Learning | —Unverified | 0 |
| Adversarial Reinforcement Learning Framework for Benchmarking Collision Avoidance Mechanisms in Autonomous Vehicles | Jun 4, 2018 | Autonomous NavigationAutonomous Vehicles | —Unverified | 0 |
| Admissible Abstractions for Near-optimal Task and Motion Planning | Jun 3, 2018 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Deep Neural Networks for Swept Volume Prediction Between Configurations | May 29, 2018 | Motion Planning | —Unverified | 0 |
| Safe learning-based optimal motion planning for automated driving | May 25, 2018 | BIG-bench Machine LearningMotion Planning | —Unverified | 0 |
| A Data-Driven Approach for Autonomous Motion Planning and Control in Off-Road Driving Scenarios | May 25, 2018 | Autonomous DrivingMotion Planning | —Unverified | 0 |
| KnowRob 2.0 — A 2nd Generation Knowledge Processing Framework for Cognition-enabled Robotic Agents | May 21, 2018 | Motion Planning | —Unverified | 0 |
| Learning and Inferring Movement with Deep Generative Model | May 18, 2018 | modelMotion Planning | —Unverified | 0 |
| Motion Planning Among Dynamic, Decision-Making Agents with Deep Reinforcement Learning | May 4, 2018 | Collision AvoidanceDecision Making | CodeCode Available | 0 |