Gentle Manipulation Policy Learning via Demonstrations from VLM Planned Atomic Skills
Fuente:
arXiv
Saved in:
| Main Authors: | Zhou, Jiayu, Wu, Qiwei, Li, Jian, Chen, Zhe, Xiong, Xiaogang, Xu, Renjing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Tabero: Learning Gentle Manipulation with Closed-Loop Force Feedback from Vision, Touch, and Language
by: Wu, Qiwei, et al.
Published: (2026)
by: Wu, Qiwei, et al.
Published: (2026)
OHP-RL: Online Human Preference as Guidance in Reinforcement Learning for Robot Manipulation
by: Mo, Yunyang, et al.
Published: (2026)
by: Mo, Yunyang, et al.
Published: (2026)
VLM-TDP: VLM-guided Trajectory-conditioned Diffusion Policy for Robust Long-Horizon Manipulation
by: Huang, Kefeng, et al.
Published: (2025)
by: Huang, Kefeng, et al.
Published: (2025)
Learning Gentle Grasping from Human-Free Force Control Demonstration
by: Li, Mingxuan, et al.
Published: (2024)
by: Li, Mingxuan, et al.
Published: (2024)
Robust Dynamic Control Barrier Function Based Trajectory Planning for Mobile Manipulator
by: Xu, Lihao, et al.
Published: (2024)
by: Xu, Lihao, et al.
Published: (2024)
Beyond Viewpoint Generalization: What Multi-View Demonstrations Offer and How to Synthesize Them for Robot Manipulation?
by: Cai, Boyang, et al.
Published: (2026)
by: Cai, Boyang, et al.
Published: (2026)
DockAnywhere: Data-Efficient Visuomotor Policy Learning for Mobile Manipulation via Novel Demonstration Generation
by: Shan, Ziyu, et al.
Published: (2026)
by: Shan, Ziyu, et al.
Published: (2026)
Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation
by: Zhu, Yihang, et al.
Published: (2025)
by: Zhu, Yihang, et al.
Published: (2025)
Learning Diverse Bimanual Dexterous Manipulation Skills from Human Demonstrations
by: Zhou, Bohan, et al.
Published: (2024)
by: Zhou, Bohan, et al.
Published: (2024)
Synchronized Online Friction Estimation and Adaptive Grasp Control for Robust Gentle Grasp
by: Niu, Zhenwei, et al.
Published: (2026)
by: Niu, Zhenwei, et al.
Published: (2026)
Admittance Visuomotor Policy Learning for General-Purpose Contact-Rich Manipulations
by: Zhou, Bo, et al.
Published: (2024)
by: Zhou, Bo, et al.
Published: (2024)
Learning Diffusion Policy from Primitive Skills for Robot Manipulation
by: Gu, Zhihao, et al.
Published: (2026)
by: Gu, Zhihao, et al.
Published: (2026)
Sim-to-Real Gentle Manipulation of Deformable and Fragile Objects with Stress-Guided Reinforcement Learning
by: Ikemura, Kei, et al.
Published: (2025)
by: Ikemura, Kei, et al.
Published: (2025)
An Atomic Skill Library Construction Method for Data-Efficient Embodied Manipulation
by: Li, Dongjiang, et al.
Published: (2025)
by: Li, Dongjiang, et al.
Published: (2025)
ExploreVLM: Closed-Loop Robot Exploration Task Planning with Vision-Language Models
by: Lou, Zhichen, et al.
Published: (2025)
by: Lou, Zhichen, et al.
Published: (2025)
CoINS: Counterfactual Interactive Navigation via Skill-Aware VLM
by: Zhou, Kangjie, et al.
Published: (2026)
by: Zhou, Kangjie, et al.
Published: (2026)
LEMMo-Plan: LLM-Enhanced Learning from Multi-Modal Demonstration for Planning Sequential Contact-Rich Manipulation Tasks
by: Chen, Kejia, et al.
Published: (2024)
by: Chen, Kejia, et al.
Published: (2024)
Learning from Imperfect Demonstrations with Self-Supervision for Robotic Manipulation
by: Wu, Kun, et al.
Published: (2024)
by: Wu, Kun, et al.
Published: (2024)
BEV-VLM: Trajectory Planning via Unified BEV Abstraction
by: Chen, Guancheng, et al.
Published: (2025)
by: Chen, Guancheng, et al.
Published: (2025)
Goal2Skill: Long-Horizon Manipulation with Adaptive Planning and Reflection
by: Liu, Zhen, et al.
Published: (2026)
by: Liu, Zhen, et al.
Published: (2026)
Human-Like Robot Impedance Regulation Skill Learning from Human-Human Demonstrations
by: Li, Chenzui, et al.
Published: (2025)
by: Li, Chenzui, et al.
Published: (2025)
Learning Diffusion Policies from Demonstrations For Compliant Contact-rich Manipulation
by: Aburub, Malek, et al.
Published: (2024)
by: Aburub, Malek, et al.
Published: (2024)
Learning Physical Interaction Skills from Human Demonstrations
by: Li, Tianyu, et al.
Published: (2025)
by: Li, Tianyu, et al.
Published: (2025)
Kinematics-Aware Multi-Policy Reinforcement Learning for Force-Capable Humanoid Loco-Manipulation
by: Xiao, Kaiyan, et al.
Published: (2025)
by: Xiao, Kaiyan, et al.
Published: (2025)
Movement Primitive Diffusion: Learning Gentle Robotic Manipulation of Deformable Objects
by: Scheikl, Paul Maria, et al.
Published: (2023)
by: Scheikl, Paul Maria, et al.
Published: (2023)
Learning Visual Quadrupedal Loco-Manipulation from Demonstrations
by: He, Zhengmao, et al.
Published: (2024)
by: He, Zhengmao, et al.
Published: (2024)
ManiSkill-ViTac 2025: Challenge on Manipulation Skill Learning With Vision and Tactile Sensing
by: Li, Chuanyu, et al.
Published: (2024)
by: Li, Chuanyu, et al.
Published: (2024)
Taming VR Teleoperation and Learning from Demonstration for Multi-Task Bimanual Table Service Manipulation
by: Li, Weize, et al.
Published: (2025)
by: Li, Weize, et al.
Published: (2025)
Decomposed Object Manipulation via Dual-Actor Policy
by: Fan, Bin, et al.
Published: (2025)
by: Fan, Bin, et al.
Published: (2025)
ProgressVLA: Progress-Guided Diffusion Policy for Vision-Language Robotic Manipulation
by: Yan, Hongyu, et al.
Published: (2026)
by: Yan, Hongyu, et al.
Published: (2026)
Abstracting Robot Manipulation Skills via Mixture-of-Experts Diffusion Policies
by: Hao, Ce, et al.
Published: (2026)
by: Hao, Ce, et al.
Published: (2026)
Prompt, Plan, Perform: LLM-based Humanoid Control via Quantized Imitation Learning
by: Sun, Jingkai, et al.
Published: (2023)
by: Sun, Jingkai, et al.
Published: (2023)
VLM-SFD: VLM-Assisted Siamese Flow Diffusion Framework for Dual-Arm Cooperative Manipulation
by: Chen, Jiaming, et al.
Published: (2025)
by: Chen, Jiaming, et al.
Published: (2025)
From a Single Demonstration to a General Policy for Contact-Rich Manipulation
by: Li, Xing, et al.
Published: (2026)
by: Li, Xing, et al.
Published: (2026)
Discrete Policy: Learning Disentangled Action Space for Multi-Task Robotic Manipulation
by: Wu, Kun, et al.
Published: (2024)
by: Wu, Kun, et al.
Published: (2024)
SkillMimic: Learning Basketball Interaction Skills from Demonstrations
by: Wang, Yinhuai, et al.
Published: (2024)
by: Wang, Yinhuai, et al.
Published: (2024)
AtomicVLA: Unlocking the Potential of Atomic Skill Learning in Robots
by: Zhang, Likui, et al.
Published: (2026)
by: Zhang, Likui, et al.
Published: (2026)
DexFormer: Cross-Embodied Dexterous Manipulation via History-Conditioned Transformer
by: Zhang, Ke, et al.
Published: (2026)
by: Zhang, Ke, et al.
Published: (2026)
Transferring Kinesthetic Demonstrations across Diverse Objects for Manipulation Planning
by: Das, Dibyendu, et al.
Published: (2025)
by: Das, Dibyendu, et al.
Published: (2025)
Reflective VLM Planning for Dual-Arm Desktop Cleaning: Bridging Open-Vocabulary Perception and Precise Manipulation
by: Liu, Yufan, et al.
Published: (2025)
by: Liu, Yufan, et al.
Published: (2025)
Similar Items
-
Tabero: Learning Gentle Manipulation with Closed-Loop Force Feedback from Vision, Touch, and Language
by: Wu, Qiwei, et al.
Published: (2026) -
OHP-RL: Online Human Preference as Guidance in Reinforcement Learning for Robot Manipulation
by: Mo, Yunyang, et al.
Published: (2026) -
VLM-TDP: VLM-guided Trajectory-conditioned Diffusion Policy for Robust Long-Horizon Manipulation
by: Huang, Kefeng, et al.
Published: (2025) -
Learning Gentle Grasping from Human-Free Force Control Demonstration
by: Li, Mingxuan, et al.
Published: (2024) -
Robust Dynamic Control Barrier Function Based Trajectory Planning for Mobile Manipulator
by: Xu, Lihao, et al.
Published: (2024)