DeCo: Task Decomposition and Skill Composition for Zero-Shot Generalization in Long-Horizon 3D Manipulation
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Zixuan, Yin, Junhui, Chen, Yangtao, Huo, Jing, Tian, Pinzhuo, Shi, Jieqi, Hou, Yiwen, Li, Yinchuan, Gao, Yang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GravMAD: Grounded Spatial Value Maps Guided Action Diffusion for Generalized 3D Manipulation
by: Chen, Yangtao, et al.
Published: (2024)
by: Chen, Yangtao, et al.
Published: (2024)
RoboHiMan: A Hierarchical Evaluation Paradigm for Compositional Generalization in Long-Horizon Manipulation
by: Chen, Yangtao, et al.
Published: (2025)
by: Chen, Yangtao, et al.
Published: (2025)
RoboHorizon: An LLM-Assisted Multi-View World Model for Long-Horizon Robotic Manipulation
by: Chen, Zixuan, et al.
Published: (2025)
by: Chen, Zixuan, et al.
Published: (2025)
ManiLong-Shot: Interaction-Aware One-Shot Imitation Learning for Long-Horizon Manipulation
by: Chen, Zixuan, et al.
Published: (2025)
by: Chen, Zixuan, et al.
Published: (2025)
MoMaStage: Skill-State Graph Guided Planning and Closed-Loop Execution for Long-Horizon Indoor Mobile Manipulation
by: Li, Chenxu, et al.
Published: (2026)
by: Li, Chenxu, et al.
Published: (2026)
AdaClearGrasp: Learning Adaptive Clearing for Zero-Shot Robust Dexterous Grasping in Densely Cluttered Environments
by: Chen, Zixuan, et al.
Published: (2026)
by: Chen, Zixuan, et al.
Published: (2026)
RoTri-Diff: A Spatial Robot-Object Triadic Interaction-Guided Diffusion Model for Bimanual Manipulation
by: Chen, Zixuan, et al.
Published: (2026)
by: Chen, Zixuan, et al.
Published: (2026)
ST-VLA: Enabling 4D-Aware Spatiotemporal Understanding for General Robot Manipulation
by: Wu, You, et al.
Published: (2026)
by: Wu, You, et al.
Published: (2026)
LaViRA: Language-Vision-Robot Actions Translation for Zero-Shot Vision Language Navigation in Continuous Environments
by: Ding, Hongyu, et al.
Published: (2025)
by: Ding, Hongyu, et al.
Published: (2025)
DeCo-VAE: Learning Compact Latents for Video Reconstruction via Decoupled Representation
by: Yin, Xiangchen, et al.
Published: (2025)
by: Yin, Xiangchen, et al.
Published: (2025)
DeCo: Frequency-Decoupled Pixel Diffusion for End-to-End Image Generation
by: Ma, Zehong, et al.
Published: (2025)
by: Ma, Zehong, et al.
Published: (2025)
DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing
by: Ting, Lo Pang-Yun, et al.
Published: (2025)
by: Ting, Lo Pang-Yun, et al.
Published: (2025)
DeCo: Decoupling Token Compression from Semantic Abstraction in Multimodal Large Language Models
by: Yao, Linli, et al.
Published: (2024)
by: Yao, Linli, et al.
Published: (2024)
R2Q: Towards Robust 2-Bit Large Language Models via Residual Refinement Quantization
by: Chen, Jiayi, et al.
Published: (2025)
by: Chen, Jiayi, et al.
Published: (2025)
Single-Shot Learning of Stable Dynamical Systems for Long-Horizon Manipulation Tasks
by: St-Aubin, Alexandre, et al.
Published: (2024)
by: St-Aubin, Alexandre, et al.
Published: (2024)
DeCo: Decoupled Human-Centered Diffusion Video Editing with Motion Consistency
by: Zhong, Xiaojing, et al.
Published: (2024)
by: Zhong, Xiaojing, et al.
Published: (2024)
DeCo: A Core Calculus for Incremental Functional Programming with Generic Data Types
by: Böhler, Timon, et al.
Published: (2026)
by: Böhler, Timon, et al.
Published: (2026)
DeCo-DETR: Decoupled Cognition DETR for efficient Open-Vocabulary Object Detection
by: Wang, Siheng, et al.
Published: (2026)
by: Wang, Siheng, et al.
Published: (2026)
Symskill: Symbol and Skill Co-Invention for Data-Efficient and Reactive Long-Horizon Manipulation
by: Shao, Yifei Simon, et al.
Published: (2025)
by: Shao, Yifei Simon, et al.
Published: (2025)
DexSkills: Skill Segmentation Using Haptic Data for Learning Autonomous Long-Horizon Robotic Manipulation Tasks
by: Mao, Xiaofeng, et al.
Published: (2024)
by: Mao, Xiaofeng, et al.
Published: (2024)
Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks
by: Wu, Xiyang, et al.
Published: (2026)
by: Wu, Xiyang, et al.
Published: (2026)
One-Shot Transfer of Long-Horizon Extrinsic Manipulation Through Contact Retargeting
by: Wu, Albert, et al.
Published: (2024)
by: Wu, Albert, et al.
Published: (2024)
NovaPlan: Zero-Shot Long-Horizon Manipulation via Closed-Loop Video Language Planning
by: Fu, Jiahui, et al.
Published: (2026)
by: Fu, Jiahui, et al.
Published: (2026)
LongBench: Evaluating Robotic Manipulation Policies on Real-World Long-Horizon Tasks
by: Chen, Xueyao, et al.
Published: (2026)
by: Chen, Xueyao, et al.
Published: (2026)
Zero-Shot Trajectory Planning for Signal Temporal Logic Tasks
by: Liu, Ruijia, et al.
Published: (2025)
by: Liu, Ruijia, et al.
Published: (2025)
ODYSSEY: Open-World Quadrupeds Exploration and Manipulation for Long-Horizon Tasks
by: Wang, Kaijun, et al.
Published: (2025)
by: Wang, Kaijun, et al.
Published: (2025)
Lifting Traces to Logic: Programmatic Skill Induction with Neuro-Symbolic Learning for Long-Horizon Agentic Tasks
by: Shao, Jie-Jing, et al.
Published: (2026)
by: Shao, Jie-Jing, et al.
Published: (2026)
Goal2Skill: Long-Horizon Manipulation with Adaptive Planning and Reflection
by: Liu, Zhen, et al.
Published: (2026)
by: Liu, Zhen, et al.
Published: (2026)
Learning Long-Horizon Robot Manipulation Skills via Privileged Action
by: Mao, Xiaofeng, et al.
Published: (2025)
by: Mao, Xiaofeng, et al.
Published: (2025)
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer
by: You, Meng, et al.
Published: (2024)
by: You, Meng, et al.
Published: (2024)
MuST: Multi-Head Skill Transformer for Long-Horizon Dexterous Manipulation with Skill Progress
by: Gao, Kai, et al.
Published: (2025)
by: Gao, Kai, et al.
Published: (2025)
Mobile Manipulation with Active Inference for Long-Horizon Rearrangement Tasks
by: Pezzato, Corrado, et al.
Published: (2025)
by: Pezzato, Corrado, et al.
Published: (2025)
V-Dreamer: Automating Robotic Simulation and Trajectory Synthesis via Video Generation Priors
by: He, Songjia, et al.
Published: (2026)
by: He, Songjia, et al.
Published: (2026)
Affordance Agent Harness: Verification-Gated Skill Orchestration
by: Huang, Haojian, et al.
Published: (2026)
by: Huang, Haojian, et al.
Published: (2026)
Generative Skill Chaining: Long-Horizon Skill Planning with Diffusion Models
by: Mishra, Utkarsh A., et al.
Published: (2023)
by: Mishra, Utkarsh A., et al.
Published: (2023)
MoE-DP: An MoE-Enhanced Diffusion Policy for Robust Long-Horizon Robotic Manipulation with Skill Decomposition and Failure Recovery
by: Cheng, Baiye, et al.
Published: (2025)
by: Cheng, Baiye, et al.
Published: (2025)
MOSAIC: A Skill-Centric Algorithmic Framework for Long-Horizon Manipulation Planning
by: Mishani, Itamar, et al.
Published: (2025)
by: Mishani, Itamar, et al.
Published: (2025)
NORM-Nav: Zero-Shot Mobile Robot Navigation with Natural Language Behavioral Constraints
by: Huo, Dongjie, et al.
Published: (2026)
by: Huo, Dongjie, et al.
Published: (2026)
SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks
by: Wen, Yongyan, et al.
Published: (2024)
by: Wen, Yongyan, et al.
Published: (2024)
FineCog-Nav: Integrating Fine-grained Cognitive Modules for Zero-shot Multimodal UAV Navigation
by: Shao, Dian, et al.
Published: (2026)
by: Shao, Dian, et al.
Published: (2026)
Similar Items
-
GravMAD: Grounded Spatial Value Maps Guided Action Diffusion for Generalized 3D Manipulation
by: Chen, Yangtao, et al.
Published: (2024) -
RoboHiMan: A Hierarchical Evaluation Paradigm for Compositional Generalization in Long-Horizon Manipulation
by: Chen, Yangtao, et al.
Published: (2025) -
RoboHorizon: An LLM-Assisted Multi-View World Model for Long-Horizon Robotic Manipulation
by: Chen, Zixuan, et al.
Published: (2025) -
ManiLong-Shot: Interaction-Aware One-Shot Imitation Learning for Long-Horizon Manipulation
by: Chen, Zixuan, et al.
Published: (2025) -
MoMaStage: Skill-State Graph Guided Planning and Closed-Loop Execution for Long-Horizon Indoor Mobile Manipulation
by: Li, Chenxu, et al.
Published: (2026)