Leveraging Pre-trained Large Language Models with Refined Prompting for Online Task and Motion Planning
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Huihui, Pi, Huilong, Qin, Yunchuan, Tang, Zhuo, Li, Kenli |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Self-Corrective Task Planning by Inverse Prompting with Large Language Models
by: Lee, Jiho, et al.
Published: (2025)
by: Lee, Jiho, et al.
Published: (2025)
LLM3:Large Language Model-based Task and Motion Planning with Motion Failure Reasoning
by: Wang, Shu, et al.
Published: (2024)
by: Wang, Shu, et al.
Published: (2024)
A Systematic Study of Large Language Models for Task and Motion Planning With PDDLStream
by: Mendez-Mendez, Jorge
Published: (2025)
by: Mendez-Mendez, Jorge
Published: (2025)
Large-Language-Model-Guided State Estimation for Partially Observable Task and Motion Planning
by: Kim, Yoonwoo, et al.
Published: (2026)
by: Kim, Yoonwoo, et al.
Published: (2026)
CSubBT: A Self-Adjusting Execution Framework for Mobile Manipulation System
by: Guo, Huihui, et al.
Published: (2025)
by: Guo, Huihui, et al.
Published: (2025)
Edge-Cloud Collaborative Motion Planning for Autonomous Driving with Large Language Models
by: Chen, Jiao, et al.
Published: (2024)
by: Chen, Jiao, et al.
Published: (2024)
A Meta-Engine Framework for Interleaved Task and Motion Planning using Topological Refinements
by: Tosello, Elisa, et al.
Published: (2024)
by: Tosello, Elisa, et al.
Published: (2024)
Grounded Vision-Language Interpreter for Integrated Task and Motion Planning
by: Siburian, Jeremy, et al.
Published: (2025)
by: Siburian, Jeremy, et al.
Published: (2025)
VLMPlanner: Integrating Visual Language Models with Motion Planning
by: Tang, Zhipeng, et al.
Published: (2025)
by: Tang, Zhipeng, et al.
Published: (2025)
Constant-time Motion Planning with Anytime Refinement for Manipulation
by: Mishani, Itamar, et al.
Published: (2023)
by: Mishani, Itamar, et al.
Published: (2023)
A Prompt-driven Task Planning Method for Multi-drones based on Large Language Model
by: Liu, Yaohua
Published: (2024)
by: Liu, Yaohua
Published: (2024)
Scalable Task Planning via Large Language Models and Structured World Representations
by: Pérez-Dattari, Rodrigo, et al.
Published: (2024)
by: Pérez-Dattari, Rodrigo, et al.
Published: (2024)
LLM-Driven Self-Refinement for Embodied Drone Task Planning
by: Zhang, Deyu, et al.
Published: (2025)
by: Zhang, Deyu, et al.
Published: (2025)
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning
by: Tang, Guoqin, et al.
Published: (2025)
by: Tang, Guoqin, et al.
Published: (2025)
Safety Aware Task Planning via Large Language Models in Robotics
by: Khan, Azal Ahmad, et al.
Published: (2025)
by: Khan, Azal Ahmad, et al.
Published: (2025)
VLScene: Vision-Language Guidance Distillation for Camera-Based 3D Semantic Scene Completion
by: Wang, Meng, et al.
Published: (2025)
by: Wang, Meng, et al.
Published: (2025)
LLM+MAP: Bimanual Robot Task Planning using Large Language Models and Planning Domain Definition Language
by: Chu, Kun, et al.
Published: (2025)
by: Chu, Kun, et al.
Published: (2025)
Experience-based Refinement of Task Planning Knowledge in Autonomous Robots
by: Jazzaa, Hadeel, et al.
Published: (2025)
by: Jazzaa, Hadeel, et al.
Published: (2025)
Unified Task and Motion Planning using Object-centric Abstractions of Motion Constraints
by: Agostini, Alejandro, et al.
Published: (2023)
by: Agostini, Alejandro, et al.
Published: (2023)
Beyond Task and Motion Planning: Hierarchical Robot Planning with General-Purpose Skills
by: Hedegaard, Benned, et al.
Published: (2025)
by: Hedegaard, Benned, et al.
Published: (2025)
DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning
by: Zhou, Gaoyue, et al.
Published: (2024)
by: Zhou, Gaoyue, et al.
Published: (2024)
Interpretable Responsibility Sharing as a Heuristic for Task and Motion Planning
by: Yenicesu, Arda Sarp, et al.
Published: (2024)
by: Yenicesu, Arda Sarp, et al.
Published: (2024)
A Framework for Task and Motion Planning based on Expanding AND/OR Graphs
by: Mastrogiovanni, Fulvio, et al.
Published: (2025)
by: Mastrogiovanni, Fulvio, et al.
Published: (2025)
Partially Observable Task and Motion Planning with Uncertainty and Risk Awareness
by: Curtis, Aidan, et al.
Published: (2024)
by: Curtis, Aidan, et al.
Published: (2024)
FCRF: Flexible Constructivism Reflection for Long-Horizon Robotic Task Planning with Large Language Models
by: Song, Yufan, et al.
Published: (2025)
by: Song, Yufan, et al.
Published: (2025)
DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models
by: Liu, Yuchen, et al.
Published: (2024)
by: Liu, Yuchen, et al.
Published: (2024)
LLM-guided Task and Motion Planning using Knowledge-based Reasoning
by: Din, Muhayy Ud, et al.
Published: (2024)
by: Din, Muhayy Ud, et al.
Published: (2024)
LLM-State: Open World State Representation for Long-horizon Task Planning with Large Language Model
by: Chen, Siwei, et al.
Published: (2023)
by: Chen, Siwei, et al.
Published: (2023)
Integrating Disambiguation and User Preferences into Large Language Models for Robot Motion Planning
by: Abugurain, Mohammed, et al.
Published: (2024)
by: Abugurain, Mohammed, et al.
Published: (2024)
GAP: Geometric Anchor Pre-training for Data-Efficient Visuomotor Learning of Manipulation Tasks
by: Buoso, Davide, et al.
Published: (2026)
by: Buoso, Davide, et al.
Published: (2026)
Vision-Language-Policy Model for Dynamic Robot Task Planning
by: Wang, Jin, et al.
Published: (2025)
by: Wang, Jin, et al.
Published: (2025)
Policy Decorator: Model-Agnostic Online Refinement for Large Policy Model
by: Yuan, Xiu, et al.
Published: (2024)
by: Yuan, Xiu, et al.
Published: (2024)
VerifyLLM: LLM-Based Pre-Execution Task Plan Verification for Robots
by: Grigorev, Danil S., et al.
Published: (2025)
by: Grigorev, Danil S., et al.
Published: (2025)
Bidirectional Task-Motion Planning Based on Hierarchical Reinforcement Learning for Strategic Confrontation
by: Wu, Qizhen, et al.
Published: (2025)
by: Wu, Qizhen, et al.
Published: (2025)
A Task and Motion Planning Framework Using Iteratively Deepened AND/OR Graph Networks
by: Karami, Hossein, et al.
Published: (2025)
by: Karami, Hossein, et al.
Published: (2025)
A Comparison of Prompt Engineering Techniques for Task Planning and Execution in Service Robotics
by: Bode, Jonas, et al.
Published: (2024)
by: Bode, Jonas, et al.
Published: (2024)
Leveraging Large Language Models for Enhancing Autonomous Vehicle Perception
by: Karagounis, Athanasios
Published: (2024)
by: Karagounis, Athanasios
Published: (2024)
World-aware Planning Narratives Enhance Large Vision-Language Model Planner
by: Shi, Junhao, et al.
Published: (2025)
by: Shi, Junhao, et al.
Published: (2025)
DKPROMPT: Domain Knowledge Prompting Vision-Language Models for Open-World Planning
by: Zhang, Xiaohan, et al.
Published: (2024)
by: Zhang, Xiaohan, et al.
Published: (2024)
AutoGPT+P: Affordance-based Task Planning with Large Language Models
by: Birr, Timo, et al.
Published: (2024)
by: Birr, Timo, et al.
Published: (2024)
Similar Items
-
Self-Corrective Task Planning by Inverse Prompting with Large Language Models
by: Lee, Jiho, et al.
Published: (2025) -
LLM3:Large Language Model-based Task and Motion Planning with Motion Failure Reasoning
by: Wang, Shu, et al.
Published: (2024) -
A Systematic Study of Large Language Models for Task and Motion Planning With PDDLStream
by: Mendez-Mendez, Jorge
Published: (2025) -
Large-Language-Model-Guided State Estimation for Partially Observable Task and Motion Planning
by: Kim, Yoonwoo, et al.
Published: (2026) -
CSubBT: A Self-Adjusting Execution Framework for Mobile Manipulation System
by: Guo, Huihui, et al.
Published: (2025)