| Robo-Troj: Attacking LLM-based Task Planners | Apr 23, 2025 | Backdoor AttackDiversity | —Unverified | 0 | 0 |
| Robot Task Planning and Situation Handling in Open Worlds | Oct 4, 2022 | Common Sense ReasoningRobot Task Planning | —Unverified | 0 | 0 |
| Robust Planning for Human-Robot Joint Tasks with Explicit Reasoning on Human Mental State | Oct 17, 2022 | Task Planning | —Unverified | 0 | 0 |
| Probabilistically Correct Language-based Multi-Robot Planning using Conformal Prediction | Feb 23, 2024 | Conformal PredictionTask Planning | —Unverified | 0 | 0 |
| Safety Aware Task Planning via Large Language Models in Robotics | Mar 19, 2025 | Task Planning | —Unverified | 0 | 0 |
| SayPlan: Grounding Large Language Models using 3D Scene Graphs for Scalable Robot Task Planning | Jul 12, 2023 | Robot Task PlanningTask Planning | —Unverified | 0 | 0 |
| Scalable Hierarchical Reinforcement Learning for Hyper Scale Multi-Robot Task Planning | Dec 27, 2024 | counterfactualHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Scaling Autonomous Agents via Automatic Reward Modeling And Planning | Feb 17, 2025 | Decision MakingMathematical Problem-Solving | —Unverified | 0 | 0 |
| Nl2Hltl2Plan: Scaling Up Natural Language Understanding for Multi-Robots Through Hierarchical Temporal Logic Task Representation | Aug 15, 2024 | Natural Language UnderstandingRobot Task Planning | —Unverified | 0 | 0 |
| Self-Corrective Task Planning by Inverse Prompting with Large Language Models | Mar 10, 2025 | Robot Task PlanningTask Planning | —Unverified | 0 | 0 |
| Self Generated Wargame AI: Double Layer Agent Task Planning Based on Large Language Model | Dec 2, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 | 0 |
| Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning | May 18, 2023 | Decision MakingDiversity | —Unverified | 0 | 0 |
| Semantic SLAM with Autonomous Object-Level Data Association | Nov 20, 2020 | ObjectSemantic SLAM | —Unverified | 0 | 0 |
| SIFToM: Robust Spoken Instruction Following through Theory of Mind | Sep 17, 2024 | Instruction FollowingTask Planning | —Unverified | 0 | 0 |
| Skill Transformer: A Monolithic Policy for Mobile Manipulation | Aug 19, 2023 | Task Planning | —Unverified | 0 | 0 |
| SMarTplan: a Task Planner for Smart Factories | Jun 19, 2018 | Task Planning | —Unverified | 0 | 0 |
| Socratic Planner: Self-QA-Based Zero-Shot Planning for Embodied Instruction Following | Apr 21, 2024 | In-Context LearningInstruction Following | —Unverified | 0 | 0 |
| SPASS: Scientific Prominence Active Search System with Deep Image Captioning Network | Sep 10, 2018 | Image CaptioningTask Planning | —Unverified | 0 | 0 |
| SpatialCoT: Advancing Spatial Reasoning through Coordinate Alignment and Chain-of-Thought for Embodied Task Planning | Jan 17, 2025 | Spatial ReasoningTask Planning | —Unverified | 0 | 0 |
| Specification mining and automated task planning for autonomous robots based on a graph-based spatial temporal logic | Jul 16, 2020 | Task Planning | —Unverified | 0 | 0 |
| STAR: A Foundation Model-driven Framework for Robust Task Planning and Failure Recovery in Robotic Systems | Mar 8, 2025 | Information RetrievalKnowledge Graphs | —Unverified | 0 | 0 |
| STMA: A Spatio-Temporal Memory Agent for Long-Horizon Embodied Task Planning | Feb 14, 2025 | Decision MakingSpatial Reasoning | —Unverified | 0 | 0 |
| Structured Preference Optimization for Vision-Language Long-Horizon Task Planning | Feb 28, 2025 | Task PlanningVisual Grounding | —Unverified | 0 | 0 |
| SurgicalVLM-Agent: Towards an Interactive AI Co-Pilot for Pituitary Surgery | Mar 12, 2025 | Activity RecognitionAnatomy | —Unverified | 0 | 0 |
| Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods | Mar 30, 2024 | Autonomous DrivingLanguage Modeling | —Unverified | 0 | 0 |