UniBYD: A Unified Framework for Learning Robotic Manipulation Across Embodiments Beyond Imitation of Human Demonstrations
Fuente:
arXiv
Saved in:
| Main Authors: | Yuan, Tingyu, Guan, Biaoliang, Ye, Wen, Tian, Ziyan, Yang, Yi, Zhou, Weijie, Li, Zhaowen, Huang, Yan, Wang, Peng, Zhao, Chaoyang, Wang, Jinqiao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Human-to-Robot Interaction: Learning from Video Demonstration for Robot Imitation
by: Canh, Thanh Nguyen, et al.
Published: (2026)
by: Canh, Thanh Nguyen, et al.
Published: (2026)
UniSkill: Imitating Human Videos via Cross-Embodiment Skill Representations
by: Kim, Hanjung, et al.
Published: (2025)
by: Kim, Hanjung, et al.
Published: (2025)
Cross-Embodiment Robotic Manipulation Synthesis via Guided Demonstrations through CycleVAE and Human Behavior Transformer
by: Dastider, Apan, et al.
Published: (2025)
by: Dastider, Apan, et al.
Published: (2025)
RoboWheel: A Data Engine from Real-World Human Demonstrations for Cross-Embodiment Robotic Learning
by: Zhang, Yuhong, et al.
Published: (2025)
by: Zhang, Yuhong, et al.
Published: (2025)
Robotic Manipulation by Imitating Generated Videos Without Physical Demonstrations
by: Patel, Shivansh, et al.
Published: (2025)
by: Patel, Shivansh, et al.
Published: (2025)
UniPilot: Enabling GPS-Denied Autonomy Across Embodiments
by: Kulkarni, Mihir, et al.
Published: (2025)
by: Kulkarni, Mihir, et al.
Published: (2025)
PhysVLM: Enabling Visual Language Models to Understand Robotic Physical Reachability
by: Zhou, Weijie, et al.
Published: (2025)
by: Zhou, Weijie, et al.
Published: (2025)
Crossing the Human-Robot Embodiment Gap with Sim-to-Real RL using One Human Demonstration
by: Lum, Tyler Ga Wei, et al.
Published: (2025)
by: Lum, Tyler Ga Wei, et al.
Published: (2025)
UMIGen: A Unified Framework for Egocentric Point Cloud Generation and Cross-Embodiment Robotic Imitation Learning
by: Huang, Yan, et al.
Published: (2025)
by: Huang, Yan, et al.
Published: (2025)
UniHM: Unified Dexterous Hand Manipulation with Vision Language Model
by: Zhang, Zhenhao, et al.
Published: (2026)
by: Zhang, Zhenhao, et al.
Published: (2026)
Efficient Masked Autoencoders with Self-Consistency
by: Li, Zhaowen, et al.
Published: (2023)
by: Li, Zhaowen, et al.
Published: (2023)
LightPlanner: Unleashing the Reasoning Capabilities of Lightweight Large Language Models in Task Planning
by: Zhou, Weijie, et al.
Published: (2025)
by: Zhou, Weijie, et al.
Published: (2025)
Cross-Embodiment Robot Manipulation Skill Transfer using Latent Space Alignment
by: Wang, Tianyu, et al.
Published: (2024)
by: Wang, Tianyu, et al.
Published: (2024)
Beyond the Majority: Long-tail Imitation Learning for Robotic Manipulation
by: Zhu, Junhong, et al.
Published: (2026)
by: Zhu, Junhong, et al.
Published: (2026)
UniBiDex: A Unified Teleoperation Framework for Robotic Bimanual Dexterous Manipulation
by: Li, Zhongxuan, et al.
Published: (2026)
by: Li, Zhongxuan, et al.
Published: (2026)
ELECTRIC VEHICLES IN CHINA: BYD STRATEGIES AND GOVERNMENT SUBSIDIES
by: Gilmar Masiero
Published: (2016)
by: Gilmar Masiero
Published: (2016)
UniDomain: Pretraining a Unified PDDL Domain from Real-World Demonstrations for Generalizable Robot Task Planning
by: Ye, Haoming, et al.
Published: (2025)
by: Ye, Haoming, et al.
Published: (2025)
RynnVLA-001: Using Human Demonstrations to Improve Robot Manipulation
by: Jiang, Yuming, et al.
Published: (2025)
by: Jiang, Yuming, et al.
Published: (2025)
ActiveUMI: Robotic Manipulation with Active Perception from Robot-Free Human Demonstrations
by: Zeng, Qiyuan, et al.
Published: (2025)
by: Zeng, Qiyuan, et al.
Published: (2025)
Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation
by: Xie, Yifan, et al.
Published: (2026)
by: Xie, Yifan, et al.
Published: (2026)
UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection
by: Gu, Zhaopeng, et al.
Published: (2024)
by: Gu, Zhaopeng, et al.
Published: (2024)
PairUni: Pairwise Training for Unified Multimodal Language Models
by: Zheng, Jiani, et al.
Published: (2025)
by: Zheng, Jiani, et al.
Published: (2025)
Uni-Inter: Unifying 3D Human Motion Synthesis Across Diverse Interaction Contexts
by: Liu, Sheng, et al.
Published: (2025)
by: Liu, Sheng, et al.
Published: (2025)
PhysVLM-AVR: Active Visual Reasoning for Multimodal Large Language Models in Physical Environments
by: Zhou, Weijie, et al.
Published: (2025)
by: Zhou, Weijie, et al.
Published: (2025)
X-Diffusion: Training Diffusion Policies on Cross-Embodiment Human Demonstrations
by: Pace, Maximus A., et al.
Published: (2025)
by: Pace, Maximus A., et al.
Published: (2025)
Data Scaling Laws in Imitation Learning for Robotic Manipulation
by: Hu, Yingdong, et al.
Published: (2024)
by: Hu, Yingdong, et al.
Published: (2024)
Where Do We Look When We Teach? Analyzing Human Gaze Behavior Across Demonstration Devices in Robot Imitation Learning
by: Ishida, Yutaro, et al.
Published: (2025)
by: Ishida, Yutaro, et al.
Published: (2025)
RoboPCA: Pose-centered Affordance Learning from Human Demonstrations for Robot Manipulation
by: Xiao, Zhanqi, et al.
Published: (2026)
by: Xiao, Zhanqi, et al.
Published: (2026)
Human-Humanoid Robots Cross-Embodiment Behavior-Skill Transfer Using Decomposed Adversarial Learning from Demonstration
by: Liu, Junjia, et al.
Published: (2024)
by: Liu, Junjia, et al.
Published: (2024)
ARMimic: Learning Robotic Manipulation from Passive Human Demonstrations in Augmented Reality
by: Walia, Rohan, et al.
Published: (2025)
by: Walia, Rohan, et al.
Published: (2025)
UniVL: Unified Vision-Language Embedding for Spatially Grounded Contextual Image Generation
by: Wang, Jiayun, et al.
Published: (2026)
by: Wang, Jiayun, et al.
Published: (2026)
Tenma: Robust Cross-Embodiment Robot Manipulation with Diffusion Transformer
by: Davies, Travis, et al.
Published: (2025)
by: Davies, Travis, et al.
Published: (2025)
Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments
by: Wang, Qiuyue, et al.
Published: (2026)
by: Wang, Qiuyue, et al.
Published: (2026)
Time-Unified Diffusion Policy with Action Discrimination for Robotic Manipulation
by: Niu, Ye, et al.
Published: (2025)
by: Niu, Ye, et al.
Published: (2025)
RoboCopilot: Human-in-the-loop Interactive Imitation Learning for Robot Manipulation
by: Wu, Philipp, et al.
Published: (2025)
by: Wu, Philipp, et al.
Published: (2025)
Beyond Imitation: Recovering Dense Rewards from Demonstrations
by: Li, Jiangnan, et al.
Published: (2025)
by: Li, Jiangnan, et al.
Published: (2025)
DIRIGENt: End-To-End Robotic Imitation of Human Demonstrations Based on a Diffusion Model
by: Spisak, Josua, et al.
Published: (2025)
by: Spisak, Josua, et al.
Published: (2025)
Imitation Learning with Precisely Labeled Human Demonstrations
by: Song, Yilong
Published: (2025)
by: Song, Yilong
Published: (2025)
EgoDemoGen: Egocentric Demonstration Generation for Viewpoint Generalization in Robotic Manipulation
by: Xu, Yuan, et al.
Published: (2025)
by: Xu, Yuan, et al.
Published: (2025)
GenH2R: Learning Generalizable Human-to-Robot Handover via Scalable Simulation, Demonstration, and Imitation
by: Wang, Zifan, et al.
Published: (2024)
by: Wang, Zifan, et al.
Published: (2024)
Similar Items
-
Human-to-Robot Interaction: Learning from Video Demonstration for Robot Imitation
by: Canh, Thanh Nguyen, et al.
Published: (2026) -
UniSkill: Imitating Human Videos via Cross-Embodiment Skill Representations
by: Kim, Hanjung, et al.
Published: (2025) -
Cross-Embodiment Robotic Manipulation Synthesis via Guided Demonstrations through CycleVAE and Human Behavior Transformer
by: Dastider, Apan, et al.
Published: (2025) -
RoboWheel: A Data Engine from Real-World Human Demonstrations for Cross-Embodiment Robotic Learning
by: Zhang, Yuhong, et al.
Published: (2025) -
Robotic Manipulation by Imitating Generated Videos Without Physical Demonstrations
by: Patel, Shivansh, et al.
Published: (2025)