| Soft Value Iteration Networks for Planetary Rover Path Planning | Jan 1, 2018 | Motion Planning | —Unverified | 0 |
| Spacecraft Relative Motion Planning Using Chained Chance-Constrained Admissible Sets | Oct 17, 2019 | Motion Planning | —Unverified | 0 |
| Spatial Intelligence of a Self-driving Car and Rule-Based Decision Making | Aug 2, 2023 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Spatially-Aware Graph Neural Networks for Relational Behavior Forecasting from Sensor Data | Oct 18, 2019 | Graph Neural NetworkMotion Planning | —Unverified | 0 |
| SPIRE: Synergistic Planning, Imitation, and Reinforcement Learning for Long-Horizon Manipulation | Oct 23, 2024 | Imitation LearningMotion Planning | —Unverified | 0 |
| Spline Trajectory Tracking and Obstacle Avoidance for Mobile Agents via Convex Optimization | Mar 25, 2024 | Motion Planning | —Unverified | 0 |
| Stability Properties of Graph Neural Networks | May 11, 2019 | Motion PlanningRecommendation Systems | —Unverified | 0 |
| STAMP: Differentiable Task and Motion Planning via Stein Variational Gradient Descent | Oct 3, 2023 | Bayesian InferenceGPU | —Unverified | 0 |
| State Dropout-Based Curriculum Reinforcement Learning for Self-Driving at Unsignalized Intersections | Jul 10, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| State-switching control of the second-order chained form system | May 22, 2020 | FormMotion Planning | —Unverified | 0 |
| Statistical Safety and Robustness Guarantees for Feedback Motion Planning of Unknown Underactuated Stochastic Systems | Dec 13, 2022 | Motion Planning | —Unverified | 0 |
| STEP: Stochastic Traversability Evaluation and Planning for Risk-Aware Off-road Navigation | Mar 4, 2021 | Autonomous NavigationModel Predictive Control | —Unverified | 0 |
| Stereo Vision for Unmanned Aerial VehicleDetection, Tracking, and Motion Control | May 7, 2020 | Motion Planningobject-detection | —Unverified | 0 |
| Stochastic Model Predictive Control with a Safety Guarantee for Automated Driving: Extended Version | Sep 20, 2020 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Sub-Goal Trees -- a Framework for Goal-Based Reinforcement Learning | Feb 27, 2020 | Motion Planningreinforcement-learning | —Unverified | 0 |
| Sub-Goal Trees -- a Framework for Goal-Directed Trajectory Prediction and Optimization | Jun 12, 2019 | Motion Planningreinforcement-learning | —Unverified | 0 |
| Surgical Gesture Recognition Based on Bidirectional Multi-Layer Independently RNN with Explainable Spatial Feature Extraction | May 2, 2021 | Decision MakingGesture Recognition | —Unverified | 0 |
| Survey of Deep Reinforcement Learning for Motion Planning of Autonomous Vehicles | Jan 30, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| SwarmGPT-Primitive: A Language-Driven Choreographer for Drone Swarms Using Safe Motion Primitive Composition | Dec 11, 2024 | Motion Planning | —Unverified | 0 |
| Swarm-STL: A Framework for Motion Planning in Large-Scale, Multi-Swarm Systems | Jun 17, 2025 | Computational EfficiencyMotion Planning | —Unverified | 0 |
| Perception-and-Energy-aware Motion Planning for UAV using Learning-based Model under Heteroscedastic Uncertainty | Sep 25, 2023 | Motion PlanningTrajectory Planning | CodeCode Available | 0 |
| PePScenes: A Novel Dataset and Baseline for Pedestrian Action Prediction in 3D | Dec 14, 2020 | Autonomous DrivingMotion Planning | CodeCode Available | 0 |
| Learning Sampling Distributions for Robot Motion Planning | Sep 16, 2017 | Collision AvoidanceMotion Planning | CodeCode Available | 0 |
| ORRN: An ODE-based Recursive Registration Network for Deformable Respiratory Motion Estimation with Lung 4DCT Images | May 24, 2023 | Image RegistrationMotion Estimation | CodeCode Available | 0 |
| Risk Conditioned Neural Motion Planning | Aug 4, 2021 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 0 |