Out-of-Distribution Recovery with Object-Centric Keypoint Inverse Policy for Visuomotor Imitation Learning
Fuente:
arXiv
Guardado en:
| Autores principales: | Gao, George Jiayuan, Li, Tianyu, Figueroa, Nadia |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Keypoint Abstraction using Large Models for Object-Relative Imitation Learning
por: Fang, Xiaolin, et al.
Publicado: (2024)
por: Fang, Xiaolin, et al.
Publicado: (2024)
SKIL: Semantic Keypoint Imitation Learning for Generalizable Data-efficient Manipulation
por: Wang, Shengjie, et al.
Publicado: (2025)
por: Wang, Shengjie, et al.
Publicado: (2025)
VLMgineer: Vision Language Models as Robotic Toolsmiths
por: Gao, George Jiayuan, et al.
Publicado: (2025)
por: Gao, George Jiayuan, et al.
Publicado: (2025)
Constraint-Preserving Data Generation for Visuomotor Policy Learning
por: Lin, Kevin, et al.
Publicado: (2025)
por: Lin, Kevin, et al.
Publicado: (2025)
One-Step Flow Policy: Self-Distillation for Fast Visuomotor Policies
por: Li, Shaolong, et al.
Publicado: (2026)
por: Li, Shaolong, et al.
Publicado: (2026)
LeTO: Learning Constrained Visuomotor Policy with Differentiable Trajectory Optimization
por: Xu, Zhengtong, et al.
Publicado: (2024)
por: Xu, Zhengtong, et al.
Publicado: (2024)
Do You Need Proprioceptive States in Visuomotor Policies?
por: Zhao, Juntu, et al.
Publicado: (2025)
por: Zhao, Juntu, et al.
Publicado: (2025)
Consistency Policy: Accelerated Visuomotor Policies via Consistency Distillation
por: Prasad, Aaditya, et al.
Publicado: (2024)
por: Prasad, Aaditya, et al.
Publicado: (2024)
FreqPolicy: Efficient Flow-based Visuomotor Policy via Frequency Consistency
por: Su, Yifei, et al.
Publicado: (2025)
por: Su, Yifei, et al.
Publicado: (2025)
STEP: Warm-Started Visuomotor Policies with Spatiotemporal Consistency Prediction
por: Li, Jinhao, et al.
Publicado: (2026)
por: Li, Jinhao, et al.
Publicado: (2026)
Tube-NeRF: Efficient Imitation Learning of Visuomotor Policies from MPC using Tube-Guided Data Augmentation and NeRFs
por: Tagliabue, Andrea, et al.
Publicado: (2023)
por: Tagliabue, Andrea, et al.
Publicado: (2023)
Cosmos Policy: Fine-Tuning Video Models for Visuomotor Control and Planning
por: Kim, Moo Jin, et al.
Publicado: (2026)
por: Kim, Moo Jin, et al.
Publicado: (2026)
Temporal Logic Imitation: Learning Plan-Satisficing Motion Policies from Demonstrations
por: Wang, Yanwei, et al.
Publicado: (2022)
por: Wang, Yanwei, et al.
Publicado: (2022)
LaMOuR: Leveraging Language Models for Out-of-Distribution Recovery in Reinforcement Learning
por: Kim, Chan, et al.
Publicado: (2025)
por: Kim, Chan, et al.
Publicado: (2025)
IN-RIL: Interleaved Reinforcement and Imitation Learning for Policy Fine-Tuning
por: Gao, Dechen, et al.
Publicado: (2025)
por: Gao, Dechen, et al.
Publicado: (2025)
RecoveryChaining: Learning Local Recovery Policies for Robust Manipulation
por: Vats, Shivam, et al.
Publicado: (2024)
por: Vats, Shivam, et al.
Publicado: (2024)
CordViP: Correspondence-based Visuomotor Policy for Dexterous Manipulation in Real-World
por: Fu, Yankai, et al.
Publicado: (2025)
por: Fu, Yankai, et al.
Publicado: (2025)
IMLE Policy: Fast and Sample Efficient Visuomotor Policy Learning via Implicit Maximum Likelihood Estimation
por: Rana, Krishan, et al.
Publicado: (2025)
por: Rana, Krishan, et al.
Publicado: (2025)
SAIL: Faster-than-Demonstration Execution of Imitation Learning Policies
por: Arachchige, Nadun Ranawaka, et al.
Publicado: (2025)
por: Arachchige, Nadun Ranawaka, et al.
Publicado: (2025)
SimToolReal: An Object-Centric Policy for Zero-Shot Dexterous Tool Manipulation
por: Kedia, Kushal, et al.
Publicado: (2026)
por: Kedia, Kushal, et al.
Publicado: (2026)
Visuomotor Grasping with World Models for Surgical Robots
por: Lin, Hongbin, et al.
Publicado: (2025)
por: Lin, Hongbin, et al.
Publicado: (2025)
Force-Based Robotic Imitation Learning: A Two-Phase Approach for Construction Assembly Tasks
por: You, Hengxu, et al.
Publicado: (2025)
por: You, Hengxu, et al.
Publicado: (2025)
VPWEM: Non-Markovian Visuomotor Policy with Working and Episodic Memory
por: Lei, Yuheng, et al.
Publicado: (2026)
por: Lei, Yuheng, et al.
Publicado: (2026)
Generalizable Hierarchical Skill Learning via Object-Centric Representation
por: Zhao, Haibo, et al.
Publicado: (2025)
por: Zhao, Haibo, et al.
Publicado: (2025)
FreqPolicy: Frequency Autoregressive Visuomotor Policy with Continuous Tokens
por: Zhong, Yiming, et al.
Publicado: (2025)
por: Zhong, Yiming, et al.
Publicado: (2025)
H$^3$DP: Triply-Hierarchical Diffusion Policy for Visuomotor Learning
por: Lu, Yiyang, et al.
Publicado: (2025)
por: Lu, Yiyang, et al.
Publicado: (2025)
Learning Object-Centric Spatial Reasoning for Sequential Manipulation in Cluttered Environments
por: Eze, Chrisantus, et al.
Publicado: (2026)
por: Eze, Chrisantus, et al.
Publicado: (2026)
Scalable Multi-Task Reinforcement Learning for Generalizable Spatial Intelligence in Visuomotor Agents
por: Cai, Shaofei, et al.
Publicado: (2025)
por: Cai, Shaofei, et al.
Publicado: (2025)
ZeroWBC: Learning Natural Visuomotor Humanoid Control Directly from Human Egocentric Video
por: Yang, Haoran, et al.
Publicado: (2026)
por: Yang, Haoran, et al.
Publicado: (2026)
KUDA: Keypoints to Unify Dynamics Learning and Visual Prompting for Open-Vocabulary Robotic Manipulation
por: Liu, Zixian, et al.
Publicado: (2025)
por: Liu, Zixian, et al.
Publicado: (2025)
Training Robots without Robots: Deep Imitation Learning for Master-to-Robot Policy Transfer
por: Kim, Heecheol, et al.
Publicado: (2022)
por: Kim, Heecheol, et al.
Publicado: (2022)
Object-Centric Representations Improve Policy Generalization in Robot Manipulation
por: Chapin, Alexandre, et al.
Publicado: (2025)
por: Chapin, Alexandre, et al.
Publicado: (2025)
GAP: Geometric Anchor Pre-training for Data-Efficient Visuomotor Learning of Manipulation Tasks
por: Buoso, Davide, et al.
Publicado: (2026)
por: Buoso, Davide, et al.
Publicado: (2026)
CLASP: General-Purpose Clothes Manipulation with Semantic Keypoints
por: Deng, Yuhong, et al.
Publicado: (2025)
por: Deng, Yuhong, et al.
Publicado: (2025)
HannesImitation: Grasping with the Hannes Prosthetic Hand via Imitation Learning
por: Alessi, Carlo, et al.
Publicado: (2025)
por: Alessi, Carlo, et al.
Publicado: (2025)
InterReal: A Unified Physics-Based Imitation Framework for Learning Human-Object Interaction Skills
por: Liang, Dayang, et al.
Publicado: (2026)
por: Liang, Dayang, et al.
Publicado: (2026)
Adapt Your Body: Mitigating Proprioception Shifts in Imitation Learning
por: Kuang, Fuhang, et al.
Publicado: (2025)
por: Kuang, Fuhang, et al.
Publicado: (2025)
Learning Coordinated Bimanual Manipulation Policies using State Diffusion and Inverse Dynamics Models
por: Chen, Haonan, et al.
Publicado: (2025)
por: Chen, Haonan, et al.
Publicado: (2025)
Elastic Motion Policy: An Adaptive Dynamical System for Robust and Efficient One-Shot Imitation Learning
por: Li, Tianyu, et al.
Publicado: (2025)
por: Li, Tianyu, et al.
Publicado: (2025)
General-purpose Clothes Manipulation with Semantic Keypoints
por: Deng, Yuhong, et al.
Publicado: (2024)
por: Deng, Yuhong, et al.
Publicado: (2024)
Ejemplares similares
-
Keypoint Abstraction using Large Models for Object-Relative Imitation Learning
por: Fang, Xiaolin, et al.
Publicado: (2024) -
SKIL: Semantic Keypoint Imitation Learning for Generalizable Data-efficient Manipulation
por: Wang, Shengjie, et al.
Publicado: (2025) -
VLMgineer: Vision Language Models as Robotic Toolsmiths
por: Gao, George Jiayuan, et al.
Publicado: (2025) -
Constraint-Preserving Data Generation for Visuomotor Policy Learning
por: Lin, Kevin, et al.
Publicado: (2025) -
One-Step Flow Policy: Self-Distillation for Fast Visuomotor Policies
por: Li, Shaolong, et al.
Publicado: (2026)