Robot learning dataset

ARIO (All Robots In One)

ARIO combines real-world robot recordings, converted datasets and simulated trajectories under a common data standard. Published examples include AgileX Cobot Magic manipulation, simulated navigation and a small share of humanoid data. Licensing depends on the constituent data source.

Records last verified Oct 13, 2026 · Send a correction

Licence & use

Licence not established

Commercial use: not established

Terms apply to the checked release. Read publisher conditions for mixed collections, converted formats and gated access.

Publisher
ARIO Alliance
Released
Not dated
Published size
See size notes
Modalities
Not disclosed
Formats
Not disclosed
Real / simulated
Mixed
Includes humanoid recordings
Yes

Size & release notes

Project publishes approximately 3 million episodes from 258 series and 321,064 tasks, not an exact episode total. Team-collected data uses CC BY 4.0 or MIT; converted third-party data retains original licenses, so no single catalog-wide license is assigned.

Recorded embodiments

  • AgileX Cobot Magic

More robot learning datasets

Evidence

Sources

  1. [s1] ARIO project page (dataset, license) ↗

    ARIO authors · official · accessed Oct 13, 2026

  2. [s2] All Robots in One: A New Standard and Unified Dataset for Versatile, General-Purpose Embodied Agents ↗

    arXiv · paper · published Aug 20, 2024 · accessed Oct 13, 2026