| Solution Concepts in Hierarchical Games under Bounded Rationality with Applications to Autonomous Driving | Sep 21, 2020 | 4kAutonomous Driving | CodeCode Available | 0 |
| Stochastic Model Predictive Control with a Safety Guarantee for Automated Driving: Extended Version | Sep 20, 2020 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Real-time Lane detection and Motion Planning in Raspberry Pi and Arduino for an Autonomous Vehicle Prototype | Sep 20, 2020 | Edge DetectionLane Detection | —Unverified | 0 |
| POMP: Pomcp-based Online Motion Planning for active visual search in indoor environments | Sep 17, 2020 | Motion Planningobject-detection | —Unverified | 0 |
| MATS: An Interpretable Trajectory Forecasting Representation for Planning and Control | Sep 16, 2020 | Autonomous DrivingComputational Efficiency | CodeCode Available | 1 |
| Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks | Sep 11, 2020 | Graph Neural NetworkMotion Planning | CodeCode Available | 1 |
| T^-Lite: A Fast Time-Risk Optimal Motion Planning Algorithm for Multi-Speed Autonomous Vehicles | Aug 29, 2020 | Autonomous VehiclesMotion Planning | —Unverified | 0 |
| Path Planning Followed by Kinodynamic Smoothing for Multirotor Aerial Vehicles (MAVs) | Aug 29, 2020 | Motion Planning | —Unverified | 0 |
| Designing inverse dynamic controller with integral action for motion planning of surgical robot in the presence of bounded disturbances | Aug 15, 2020 | Motion Planning | —Unverified | 0 |
| Perceive, Predict, and Plan: Safe Motion Planning Through Interpretable Semantic Representations | Aug 13, 2020 | Motion PlanningPrediction | —Unverified | 0 |
| Lift, Splat, Shoot: Encoding Images From Arbitrary Camera Rigs by Implicitly Unprojecting to 3D | Aug 13, 2020 | Autonomous VehiclesBird's-Eye View Semantic Segmentation | CodeCode Available | 2 |
| Testing the Safety of Self-driving Vehicles by Simulating Perception and Prediction | Aug 13, 2020 | Motion Planning | —Unverified | 0 |
| DSDNet: Deep Structured self-Driving Network | Aug 13, 2020 | Motion Planningmotion prediction | —Unverified | 0 |
| Neural Manipulation Planning on Constraint Manifolds | Aug 9, 2020 | Motion Planning | —Unverified | 0 |
| Learning from Sparse Demonstrations | Aug 5, 2020 | Motion Planning | CodeCode Available | 1 |
| Near-Optimal Reactive Synthesis Incorporating Runtime Information | Jul 31, 2020 | ManagementMotion Planning | —Unverified | 0 |
| CAMPs: Learning Context-Specific Abstractions for Efficient Planning in Factored MDPs | Jul 26, 2020 | Motion PlanningTask and Motion Planning | CodeCode Available | 1 |
| Learning the Solution Manifold in Optimization and Its Application in Motion Planning | Jul 24, 2020 | Density EstimationMotion Planning | —Unverified | 0 |
| Implicit Latent Variable Model for Scene-Consistent Motion Forecasting | Jul 23, 2020 | DecoderMotion Forecasting | —Unverified | 0 |
| Autonomy and Unmanned Vehicles Augmented Reactive Mission-Motion Planning Architecture for Autonomous Vehicles | Jul 19, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| VRUNet: Multi-Task Learning Model for Intent Prediction of Vulnerable Road Users | Jul 10, 2020 | Autonomous VehiclesMotion Planning | —Unverified | 0 |
| ADD: Analytically Differentiable Dynamics for Multi-Body Systems with Frictional Contact | Jul 2, 2020 | Motion Planningparameter estimation | CodeCode Available | 1 |
| Predicting Sample Collision with Neural Networks | Jun 30, 2020 | Motion Planning | —Unverified | 0 |
| Confidence-rich grid mapping | Jun 29, 2020 | Motion Planning | —Unverified | 0 |
| One Thousand and One Hours: Self-driving Motion Prediction Dataset | Jun 25, 2020 | Autonomous VehiclesMotion Forecasting | CodeCode Available | 0 |
| 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 |