机器人CoRL 20252025

RoboSet: A Large-Scale Dataset for Robot Learning

Aadhithya Iyer, Zhuo Xu, Xingyu Lin, Deepak PathakCarnegie Mellon University

摘要

We introduce RoboSet, the largest open-source dataset for robot learning, containing over 1 million robot trajectories across 500+ tasks. RoboSet enables large-scale pre-training of robot policies and provides standardized benchmarks for evaluating manipulation, navigation, and mobile manipulation.

robot datasetlarge-scalepre-trainingmanipulation benchmarkopen-source

技术细节

数据集
RoboSet (500K episodes)Open X-Embodiment
仿真平台
测试机器人
模型骨架

Multi-Task Transformer Backbone

编码器

Multi-View ViT + Proprioceptive Encoder

解码器

Action Decoder (6 layers)

相关公司(1)

京ICP备2026064258号-1