| Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods | Mar 30, 2024 | Autonomous DrivingLanguage Modeling | —Unverified | 0 | 0 |
| Task and Situation Structures for Service Agent Planning | Jul 27, 2021 | Task Planning | —Unverified | 0 | 0 |
| Task planning and explanation with virtual actions | Jan 10, 2022 | Task Planning | —Unverified | 0 | 0 |
| Task Planning in Robotics: an Empirical Comparison of PDDL-based and ASP-based Systems | Apr 23, 2018 | Robot Task PlanningTask Planning | —Unverified | 0 | 0 |
| Task Planning Support for Arborists and Foresters: Comparing Deep Learning Approaches for Tree Inventory and Tree Vitality Assessment Based on UAV-Data | Jul 4, 2023 | Task Planning | —Unverified | 0 | 0 |
| Task Tree Retrieval For Robotic Cooking | Nov 27, 2023 | RetrievalTask Planning | —Unverified | 0 | 0 |
| EMOS: Embodiment-aware Heterogeneous Multi-robot Operating System with LLM Agents | Oct 30, 2024 | Large Language ModelObject Rearrangement | —Unverified | 0 | 0 |
| The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare | Nov 5, 2024 | Task Planning | —Unverified | 0 | 0 |
| The role of haptic communication in dyadic collaborative object manipulation tasks | Mar 2, 2022 | Task Planning | —Unverified | 0 | 0 |
| This&That: Language-Gesture Controlled Video Generation for Robot Planning | Jul 8, 2024 | Task PlanningVideo Generation | —Unverified | 0 | 0 |
| Time is on my sight: scene graph filtering for dynamic environment perception in an LLM-driven robot | Nov 22, 2024 | Object LocalizationTask Planning | —Unverified | 0 | 0 |
| Toward Efficient Task Planning for Dual-Arm Tabletop Object Rearrangement | Jul 17, 2022 | ObjectObject Rearrangement | —Unverified | 0 | 0 |
| Towards AI Search Paradigm | Jun 20, 2025 | Decision MakingRetrieval-augmented Generation | —Unverified | 0 | 0 |
| Towards Bridging the Gap between High-Level Reasoning and Execution on Robots | Dec 30, 2023 | Task Planning | —Unverified | 0 | 0 |
| Towards Combining HTN Planning and Geometric Task Planning | Jul 4, 2013 | Task Planning | —Unverified | 0 | 0 |
| Towards Robust and Secure Embodied AI: A Survey on Vulnerabilities and Attacks | Feb 18, 2025 | Adversarial AttackAutonomous Vehicles | —Unverified | 0 | 0 |
| TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage | Aug 7, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems | Nov 19, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 | 0 |
| Transporters with Visual Foresight for Solving Unseen Rearrangement Tasks | Feb 22, 2022 | Imitation LearningMulti-Task Learning | —Unverified | 0 | 0 |
| Tree-of-Code: A Hybrid Approach for Robust Complex Task Planning and Execution | Dec 18, 2024 | Code GenerationTask Planning | —Unverified | 0 | 0 |
| Tree-Planner: Efficient Close-loop Task Planning with Large Language Models | Oct 12, 2023 | Decision MakingTask Planning | —Unverified | 0 | 0 |
| Tru-POMDP: Task Planning Under Uncertainty via Tree of Hypotheses and Open-Ended POMDPs | Jun 3, 2025 | ObjectObject Rearrangement | —Unverified | 0 | 0 |
| TwoStep: Multi-agent Task Planning using Classical Planners and Large Language Models | Mar 25, 2024 | Task Planning | —Unverified | 0 | 0 |
| Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals | Nov 16, 2021 | Common Sense ReasoningOpen-Ended Question Answering | —Unverified | 0 | 0 |
| Understanding Physical Properties of Unseen Deformable Objects by Leveraging Large Language Models and Robot Actions | Jun 4, 2025 | Motion PlanningTask and Motion Planning | —Unverified | 0 | 0 |