本文只做学术分享,如有侵权,联系删文
更多干货,欢迎加入国内首个具身智能全栈学习社区:具身智能之心知识星球(戳我),这里包含所有你想要的。
最近很多同学问真机开源数据,今天也为大家汇总下具身真实场景的机器人数据集.
BRMData: Empowering Embodied Manipulation: A Bimanual-Mobile Robot Manipulation Dataset for Household Tasks(2025)
项目链接:https://embodiedrobot.github.io/
AgiBot World Colosseo: A Large-scale Manipulation Platform for Scalable and Intelligent Embodied Systems(IROS 2025)
项目链接:https://agibot-world.com/
RoboMIND: Benchmark on Multi-embodiment Intelligence Normative Data for Robot Manipulation(RSS 2025)
项目链接:https://x-humanoid-robomind.github.io/
Open X‑Embodiment: Robotic Learning Datasets and RT‑X Models(ICRA 2024)
项目链接:https://robotics-transformer-x.github.io/
DROID: A Large-Scale In‑The‑Wild Robot Manipulation Dataset(RSS 2024)
项目链接:https://droid-dataset.github.io/
RH20T: A Comprehensive Robotic Dataset for Learning Diverse Skills in One‑Shot(ICRA 2024)
项目链接:https://rh20t.github.io/
BridgeData V2: A Dataset for Robot Learning at Scale(CoRL 2023)
项目链接:https://rail-berkeley.github.io/bridgedata/
RT‑2: Vision‑Language Foundation Models as Effective Robot Imitators(CoRL 2023)
项目链接:https://robotics-transformer2.github.io/
RT‑1: Robotics Transformer for Real‑World Control at Scale(RSS 2023)
项目链接:https://robotics-transformer1.github.io/
Bridge Data: Boosting Generalization of Robotic Skills with Cross‑Domain Datasets(RSS 2022)
项目链接:https://sites.google.com/view/bridgedata
BC-Z: Zero-shot task generalization with robotic imitation learning(CoRL 2021)
项目链接:https://sites.google.com/view/bc-z/home