| Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner | Aug 24, 2022 | Motion PlanningVideo Prediction | —Unverified | 0 |
| Robot Navigation Anticipative Strategies in Deep Reinforcement Motion Planning | Oct 15, 2022 | Motion PlanningRobot Navigation | —Unverified | 0 |
| Robust Finite-State Controllers for Uncertain POMDPs | Sep 24, 2020 | Collision AvoidanceMotion Planning | —Unverified | 0 |
| Robust Lattice-based Motion Planning | Sep 28, 2022 | Motion Planning | —Unverified | 0 |
| R-Pred: Two-Stage Motion Prediction Via Tube-Query Attention-Based Trajectory Refinement | Nov 16, 2022 | Motion ForecastingMotion Planning | —Unverified | 0 |
| RRT* Based Optimal Trajectory Generation with Linear Temporal Logic Specifications under Kinodynamic Constraints | Nov 9, 2024 | Motion Planning | —Unverified | 0 |
| RSRD: A Road Surface Reconstruction Dataset and Benchmark for Safe and Comfortable Autonomous Driving | Oct 3, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| RTGNN: A Novel Approach to Model Stochastic Traffic Dynamics | Feb 21, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 |
| S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Modelwith Spatio-Temporal Visual Representation | May 30, 2025 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Model with Spatio-Temporal Visual Representation | Jan 1, 2025 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| S4TP: Social-Suitable and Safety-Sensitive Trajectory Planning for Autonomous Vehicles | Apr 18, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Safe Human-UAS Collaboration Abstraction | Feb 7, 2024 | Decision MakingMotion Planning | —Unverified | 0 |
| Safe, Learning-Based MPC for Highway Driving under Lane-Change Uncertainty: A Distributionally Robust Approach | Jun 27, 2022 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| Safe learning-based optimal motion planning for automated driving | May 25, 2018 | BIG-bench Machine LearningMotion Planning | —Unverified | 0 |
| Safely: Safe Stochastic Motion Planning Under Constrained Sensing via Duality | Mar 5, 2022 | Motion Planning | —Unverified | 0 |
| Safe Motion Planning against Multimodal Distributions based on a Scenario Approach | Aug 5, 2021 | Motion Planning | —Unverified | 0 |
| Safe Motion Planning in Unknown Environments: Optimality Benchmarks and Tractable Policies | Apr 16, 2018 | Motion Planning | —Unverified | 0 |
| Safe motion planning with environment uncertainty | May 10, 2023 | Motion Planning | —Unverified | 0 |
| Safe multi-agent motion planning under uncertainty for drones using filtered reinforcement learning | Oct 31, 2023 | Collision AvoidanceMotion Planning | —Unverified | 0 |
| Safe Navigation with Human Instructions in Complex Scenes | Sep 12, 2018 | Collision AvoidanceMotion Planning | —Unverified | 0 |
| Safe Output Feedback Motion Planning from Images via Learned Perception Modules and Contraction Theory | Jun 14, 2022 | Motion PlanningState Estimation | —Unverified | 0 |
| Safety-Aware Optimal Control for Motion Planning with Low Computing Complexity | Apr 28, 2022 | Motion Planning | —Unverified | 0 |
| Safety-Critical Traffic Simulation with Adversarial Transfer of Driving Intentions | Mar 7, 2025 | Autonomous VehiclesMotion Planning | —Unverified | 0 |
| Safety in Augmented Importance Sampling: Performance Bounds for Robust MPPI | Apr 12, 2022 | Model Predictive ControlMotion Planning | —Unverified | 0 |
| SAMPLE-HD: Simultaneous Action and Motion Planning Learning Environment | Jun 1, 2022 | Motion PlanningQuestion Answering | —Unverified | 0 |