| Safe Reinforcement Learning Using Black-Box Reachability Analysis | Apr 15, 2022 | Motion Planningreinforcement-learning | CodeCode Available | 0 |
| Approximating Constraint Manifolds Using Generative Models for Sampling-Based Constrained Motion Planning | Apr 14, 2022 | Motion Planning | —Unverified | 0 |
| Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets | Apr 12, 2022 | Motion Planning | CodeCode Available | 1 |
| Safety in Augmented Importance Sampling: Performance Bounds for Robust MPPI | Apr 12, 2022 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| T* -- Bounded-Suboptimal Efficient Motion Planning for Minimum-Time Planar Curvature-Constrained Systems | Apr 4, 2022 | Motion Planning | —Unverified | 0 |
| A Cooperative Optimal Control Framework for Connected and Automated Vehicles in Mixed Traffic Using Social Value Orientation | Mar 31, 2022 | Motion Planning | —Unverified | 0 |
| Closed-Form Minkowski Sum Approximations for Efficient Optimization-Based Collision Avoidance | Mar 30, 2022 | Collision AvoidanceForm | CodeCode Available | 0 |
| A Barrier-Certified Optimal Coordination Framework for Connected and Automated Vehicles | Mar 30, 2022 | Motion Planning | —Unverified | 0 |
| Risk-Aware Off-Road Navigation via a Learned Speed Distribution Map | Mar 25, 2022 | Motion PlanningUnity | CodeCode Available | 2 |
| Benchmarking Visual Localization for Autonomous Navigation | Mar 24, 2022 | Autonomous NavigationBenchmarking | CodeCode Available | 1 |
| Accelerating Integrated Task and Motion Planning with Neural Feasibility Checking | Mar 20, 2022 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Lazy Rearrangement Planning in Confined Spaces | Mar 19, 2022 | Motion PlanningObject Rearrangement | CodeCode Available | 1 |
| Comparing SONN Types for Efficient Robot Motion Planning in the Configuration Space | Mar 18, 2022 | Motion Planning | —Unverified | 0 |
| Representation, learning, and planning algorithms for geometric task and motion planning | Mar 9, 2022 | Heuristic SearchMotion Planning | —Unverified | 0 |
| Graph-based Reinforcement Learning meets Mixed Integer Programs: An application to 3D robot assembly discovery | Mar 8, 2022 | global-optimizationMotion Planning | —Unverified | 0 |
| Important Object Identification with Semi-Supervised Learning for Autonomous Driving | Mar 5, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Safely: Safe Stochastic Motion Planning Under Constrained Sensing via Duality | Mar 5, 2022 | Motion Planning | —Unverified | 0 |
| Cooperative Task and Motion Planning for Multi-Arm Assembly Systems | Mar 4, 2022 | Motion PlanningMulti-Agent Path Finding | —Unverified | 0 |
| Quantity over Quality: Training an AV Motion Planner with Large Scale Commodity Vision Data | Mar 3, 2022 | Motion Planning | —Unverified | 0 |
| Intention Aware Robot Crowd Navigation with Attention-Based Interaction Graph | Mar 3, 2022 | Graph Neural NetworkMotion Planning | CodeCode Available | 1 |
| Imitation and Adaptation Based on Consistency: A Quadruped Robot Imitates Animals from Videos Using Deep Reinforcement Learning | Mar 2, 2022 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| L4KDE: Learning for KinoDynamic Tree Expansion | Mar 2, 2022 | Motion Planning | —Unverified | 0 |
| Affordance Learning from Play for Sample-Efficient Policy Learning | Mar 1, 2022 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 1 |
| Preemptive Motion Planning for Human-to-Robot Indirect Placement Handovers | Mar 1, 2022 | Motion PlanningObject | —Unverified | 0 |
| Elliptical Slice Sampling for Probabilistic Verification of Stochastic Systems with Signal Temporal Logic Specifications | Feb 28, 2022 | Decision MakingMotion Planning | —Unverified | 0 |