| Sampling-based Reactive Synthesis for Nondeterministic Hybrid Systems | Apr 14, 2023 | Motion Planning | —Unverified | 0 |
| Sampling-free obstacle gradients and reactive planning in Neural Radiance Fields (NeRF) | May 3, 2022 | Motion PlanningNeRF | —Unverified | 0 |
| sbp-env: Sampling-based Motion Planners' Testing Environment | Oct 15, 2021 | Motion Planning | —Unverified | 0 |
| Scalable Multi-robot Motion Planning for Congested Environments With Topological Guidance | Oct 13, 2022 | Motion Planning | —Unverified | 0 |
| Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning | Feb 19, 2025 | Autonomous DrivingBench2Drive | —Unverified | 0 |
| SCOUT: Socially-COnsistent and UndersTandable Graph Attention Network for Trajectory Prediction of Vehicles and VRUs | Feb 12, 2021 | Autonomous VehiclesGraph Attention | —Unverified | 0 |
| SeaDSC: A video-based unsupervised method for dynamic scene change detection in unmanned surface vehicles | Nov 20, 2023 | Change DetectionMotion Planning | —Unverified | 0 |
| SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors | Mar 18, 2024 | HallucinationMotion Planning | —Unverified | 0 |
| Selection-Expansion: A Unifying Framework for Motion-Planning and Diversity Search Algorithms | Apr 10, 2021 | DiversityMotion Planning | —Unverified | 0 |
| Self-Imitation Learning by Planning | Mar 25, 2021 | Imitation LearningMotion Planning | —Unverified | 0 |
| Self-Modeling Robots by Photographing | Mar 7, 2025 | Motion Planning | —Unverified | 0 |
| Self-Supervised Simultaneous Multi-Step Prediction of Road Dynamics and Cost Map | Mar 1, 2021 | Autonomous DrivingMotion Planning | —Unverified | 0 |
| Sequence-Based Plan Feasibility Prediction for Efficient Task and Motion Planning | Nov 3, 2022 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| Shape Complementarity Analysis for Objects of Arbitrary Shape | Dec 1, 2017 | Drug Designglobal-optimization | —Unverified | 0 |
| Shortest Trajectory of a Dubins Vehicle with a Controllable Laser | Mar 19, 2024 | Motion PlanningPosition | —Unverified | 0 |
| Show Me What You Can Do: Capability Calibration on Reachable Workspace for Human-Robot Collaboration | Mar 6, 2021 | Motion Planning | —Unverified | 0 |
| Simplifying Reward Design through Divide-and-Conquer | Jun 7, 2018 | Motion PlanningReinforcement Learning | —Unverified | 0 |
| SIMS: Simulating Stylized Human-Scene Interactions with Retrieval-Augmented Script Generation | Nov 29, 2024 | Motion PlanningRAG | —Unverified | 0 |
| Simultaneous Contact, Gait and Motion Planning for Robust Multi-Legged Locomotion via Mixed-Integer Convex Optimization | Apr 9, 2019 | FrictionMotion Planning | —Unverified | 0 |
| Simultaneous Contact-Rich Grasping and Locomotion via Distributed Optimization Enabling Free-Climbing for Multi-Limbed Robots | Jul 4, 2022 | Distributed OptimizationMotion Planning | —Unverified | 0 |
| Simultaneous Multi-Robot Motion Planning with Projected Diffusion Models | Feb 5, 2025 | Collision AvoidanceMotion Planning | —Unverified | 0 |
| SkillMimicGen: Automated Demonstration Generation for Efficient Skill Learning and Deployment | Oct 24, 2024 | Imitation LearningMotion Planning | —Unverified | 0 |
| Socially intelligent task and motion planning for human-robot interaction | Jan 23, 2020 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| SOCIALMAPF: Optimal and Efficient Multi-Agent Path Finding with Strategic Agents for Social Navigation | Oct 15, 2022 | Motion PlanningMulti-Agent Path Finding | —Unverified | 0 |
| SoftCTRL: Soft conservative KL-control of Transformer Reinforcement Learning for Autonomous Driving | Oct 30, 2024 | Autonomous DrivingImitation Learning | —Unverified | 0 |
| 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 |