| Elliptical Slice Sampling for Probabilistic Verification of Stochastic Systems with Signal Temporal Logic Specifications | Feb 28, 2022 | Decision MakingMotion Planning | —Unverified | 0 |
| RTGNN: A Novel Approach to Model Stochastic Traffic Dynamics | Feb 21, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 |
| RNGDet: Road Network Graph Detection by Transformer in Aerial Images | Feb 16, 2022 | Imitation LearningMotion Planning | —Unverified | 0 |
| From Motion to Muscle | Jan 27, 2022 | Motion Planning | —Unverified | 0 |
| A Cooperation-Aware Lane Change Method for Autonomous Vehicles | Jan 26, 2022 | Autonomous VehiclesModel Predictive Control | —Unverified | 0 |
| Autonomous Aerial Robot for High-Speed Search and Intercept Applications | Dec 10, 2021 | Motion PlanningState Estimation | —Unverified | 0 |
| Economic MPC-based planning for marine vehicles: Tuning safety and energy efficiency | Dec 10, 2021 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Gaussian Process Constraint Learning for Scalable Chance-Constrained Motion Planning from Demonstrations | Dec 8, 2021 | Gaussian ProcessesMotion Planning | —Unverified | 0 |
| Guided Imitation of Task and Motion Planning | Dec 6, 2021 | Imitation LearningMotion Planning | —Unverified | 0 |
| Transition Motion Tensor: A Data-Driven Approach for Versatile and Controllable Agents in Physically Simulated Environments | Nov 30, 2021 | Motion Planning | —Unverified | 0 |
| Learning to Search in Task and Motion Planning with Streams | Nov 25, 2021 | Graph Neural NetworkMotion Planning | —Unverified | 0 |
| The Faulty GPS Problem: Shortest Time Paths in Networks with Unreliable Directions | Nov 17, 2021 | ARCMotion Planning | —Unverified | 0 |
| Neural Motion Planning for Autonomous Parking | Nov 12, 2021 | Motion Planning | —Unverified | 0 |
| Learning Perceptual Concepts by Bootstrapping from Human Queries | Nov 9, 2021 | Motion PlanningObject | —Unverified | 0 |
| idSTLPy: A Python Toolbox for Active Perception and Control | Nov 4, 2021 | Motion Planning | —Unverified | 0 |
| Learning suction graspability considering grasp quality and robot reachability for bin-picking | Nov 4, 2021 | DecoderMetric Learning | —Unverified | 0 |
| DDK: A Deep Koopman Approach for Dynamics Modeling and Trajectory Tracking of Autonomous Vehicles | Oct 27, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Research on the Inverse Kinematics Prediction of a Soft Biomimetic Actuator via BP Neural Network | Oct 26, 2021 | Motion PlanningPosition | —Unverified | 0 |
| sbp-env: Sampling-based Motion Planners' Testing Environment | Oct 15, 2021 | Motion Planning | —Unverified | 0 |
| Exact and Bounded Collision Probability for Motion Planning under Gaussian Uncertainty | Oct 12, 2021 | Motion Planning | —Unverified | 0 |
| Using UAVs for vehicle tracking and collision risk assessment at intersections | Oct 11, 2021 | ManagementMotion Planning | —Unverified | 0 |
| Leveraging Experience in Lazy Search | Oct 10, 2021 | Imitation LearningMotion Planning | —Unverified | 0 |
| How to Build a Curb Dataset with LiDAR Data for Autonomous Driving | Oct 8, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Task Allocation for Multi-Robot Task and Motion Planning: a case for Object Picking in Cluttered Workspaces | Oct 8, 2021 | Motion PlanningObject | —Unverified | 0 |
| How To Not Drive: Learning Driving Constraints from Demonstration | Oct 1, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Multi-lane Cruising Using Hierarchical Planning and Reinforcement Learning | Oct 1, 2021 | Hierarchical Reinforcement LearningMotion Planning | —Unverified | 0 |
| Motion Planning for Autonomous Vehicles in the Presence of Uncertainty Using Reinforcement Learning | Oct 1, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Model-Free Reinforcement Learning for Optimal Control of MarkovDecision Processes Under Signal Temporal Logic Specifications | Sep 27, 2021 | Motion Planningreinforcement-learning | —Unverified | 0 |
| Graph-Based Spatial-Temporal Convolutional Network for Vehicle Trajectory Prediction in Autonomous Driving | Sep 27, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| PredictionNet: Real-Time Joint Probabilistic Traffic Prediction for Planning, Control, and Simulation | Sep 23, 2021 | Autonomous DrivingGPU | —Unverified | 0 |
| Integrating Deep Reinforcement and Supervised Learning to Expedite Indoor Mapping | Sep 17, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Intelligent Motion Planning for a Cost-effective Object Follower Mobile Robotic System with Obstacle Avoidance | Sep 6, 2021 | Motion PlanningObject | —Unverified | 0 |
| An Anytime Hierarchical Approach for Stochastic Task and Motion Planning | Aug 28, 2021 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Parallelised Diffeomorphic Sampling-based Motion Planning | Aug 26, 2021 | MORPHMotion Planning | —Unverified | 0 |
| Augmenting GRIPS with Heuristic Sampling for Planning Feasible Trajectories of a Car-Like Robot | Aug 15, 2021 | Motion Planning | —Unverified | 0 |
| Put the Bear on the Chair! Intelligent Robot Interaction with Previously Unseen Chairs via Robot Imagination | Aug 12, 2021 | Motion Planning | —Unverified | 0 |
| Capture Uncertainties in Deep Neural Networks for Safe Operation of Autonomous Driving Vehicles | Aug 11, 2021 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Long-Horizon Manipulation of Unknown Objects via Task and Motion Planning with Estimated Affordances | Aug 9, 2021 | Grasp GenerationMotion Planning | —Unverified | 0 |
| Learning to Design and Construct Bridge without Blueprint | Aug 5, 2021 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Safe Motion Planning against Multimodal Distributions based on a Scenario Approach | Aug 5, 2021 | Motion Planning | —Unverified | 0 |
| Risk Conditioned Neural Motion Planning | Aug 4, 2021 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 0 |
| SABER: Data-Driven Motion Planner for Autonomously Navigating Heterogeneous Robots | Aug 3, 2021 | Model Predictive ControlMotion Planning | CodeCode Available | 0 |
| Motion Planning by Learning the Solution Manifold in Trajectory Optimization | Jul 13, 2021 | Motion Planning | —Unverified | 0 |
| BEV-MODNet: Monocular Camera based Bird's Eye View Moving Object Detection for Autonomous Driving | Jul 11, 2021 | Autonomous DrivingMotion Planning | —Unverified | 0 |
| Learning Interaction-aware Guidance Policies for Motion Planning in Dense Traffic Scenarios | Jul 9, 2021 | Autonomous NavigationAutonomous Vehicles | —Unverified | 0 |
| Multistage Stochastic Model Predictive Control for Urban Automated Driving | Jul 1, 2021 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Temporal Logic Planning for Minimum-Time Positioning of Multiple Threat-Seduction Decoys | Jun 17, 2021 | Collision AvoidanceMotion Planning | —Unverified | 0 |
| Safe Feedback Motion Planning in Unknown Environments: An Instantaneous Local Control Barrier Function Approach | Jun 9, 2021 | Autonomous NavigationCollision Avoidance | —Unverified | 0 |
| Efficient Sampling in POMDPs with Lipschitz Bandits for Motion Planning in Continuous Spaces | Jun 8, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Trajectory Optimization of Chance-Constrained Nonlinear Stochastic Systems for Motion Planning Under Uncertainty | Jun 5, 2021 | Motion Planning | —Unverified | 0 |