| Graph Neural Networks for Motion Planning | Jun 11, 2020 | Motion Planning | —Unverified | 0 |
| Deep Visual Reasoning: Learning to Predict Action Sequences for Task and Motion Planning from an Initial Scene Image | Jun 9, 2020 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Learning Navigation Costs from Demonstration with Semantic Observations | Jun 9, 2020 | Autonomous DrivingMotion Planning | —Unverified | 0 |
| Learning Navigation Costs from Demonstrations with Semantic Observations | Jun 8, 2020 | Autonomous DrivingMotion Planning | —Unverified | 0 |
| Neural Contraction Metrics for Robust Estimation and Control: A Convex Optimization Approach | Jun 8, 2020 | Motion PlanningOptimal Motion Planning | CodeCode Available | 1 |
| Learning compositional models of robot skills for task and motion planning | Jun 8, 2020 | Active LearningMotion Planning | CodeCode Available | 1 |
| The Importance of Prior Knowledge in Precise Multimodal Prediction | Jun 4, 2020 | Motion ForecastingMotion Planning | —Unverified | 0 |
| N 2 C : Neural Network Controller Design Using Behavioral Cloning | Jun 1, 2020 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Safe Feedback Motion Planning: A Contraction Theory and L_1-Adaptive Control Based Approach | May 25, 2020 | Motion Planning | CodeCode Available | 1 |
| Combinatorics of a Discrete Trajectory Space for Robot Motion Planning | May 25, 2020 | Motion Planning | —Unverified | 0 |
| Learning from Naturalistic Driving Data for Human-like Autonomous Highway Driving | May 23, 2020 | Motion Planning | —Unverified | 0 |
| State-switching control of the second-order chained form system | May 22, 2020 | FormMotion Planning | —Unverified | 0 |
| Enhancing Lattice-based Motion Planning with Introspective Learning and Reasoning | May 15, 2020 | Motion Planning | —Unverified | 0 |
| On the Convergence of Overlapping Schwarz Decomposition for Nonlinear Optimal Control | May 14, 2020 | Motion PlanningSensitivity | —Unverified | 0 |
| Chance-Constrained Trajectory Optimization for Safe Exploration and Learning of Nonlinear Systems | May 9, 2020 | Motion PlanningOptimal Motion Planning | —Unverified | 0 |
| Learning hierarchical behavior and motion planning for autonomous driving | May 8, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Stereo Vision for Unmanned Aerial VehicleDetection, Tracking, and Motion Control | May 7, 2020 | Motion Planningobject-detection | —Unverified | 0 |
| Plan2Vec: Unsupervised Representation Learning by Latent Plans | May 7, 2020 | Motion Planningreinforcement-learning | CodeCode Available | 1 |
| Actor-Critic Reinforcement Learning for Control with Stability Guarantee | Apr 29, 2020 | Motion Planningreinforcement-learning | CodeCode Available | 1 |
| Online Mapping and Motion Planning under Uncertainty for Safe Navigation in Unknown Environments | Apr 26, 2020 | Autonomous NavigationMotion Planning | —Unverified | 0 |
| PBCS : Efficient Exploration and Exploitation Using a Synergy between Reinforcement Learning and Motion Planning | Apr 24, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Flexible and Efficient Long-Range Planning Through Curious Exploration | Apr 22, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Autonomous task planning and situation awareness in robotic surgery | Apr 19, 2020 | Motion PlanningTask Planning | —Unverified | 0 |
| Multi-Resolution A* | Apr 14, 2020 | Heuristic SearchMotion Planning | —Unverified | 0 |
| CNN Encoder to Reduce the Dimensionality of Data Image for Motion Planning | Apr 10, 2020 | Motion Planning | —Unverified | 0 |