# SE3 Labs

[se3labs.ai](https://se3labs.ai/)

We provide real-world data, policy evaluation, and physical environments for reinforcement learning, helping teams train, test, and improve robot models.

Researched 2026-11-10

## Products

### Real-World RL Environments for Physical AI

We provide real-world data, policy evaluation, and physical environments for reinforcement learning, helping teams train, test, and improve robot models.

[SE3 Labs — Real-World RL Environments for Physical AI](https://se3labs.ai/) · [Product page](https://se3labs.ai/)

## Customer feedback

[SE3 Labs - Seed Round an der TUM geraised](https://reddit.com/r/startups_deutschland/comments/1k8644d/se3_labs_seed_round_an_der_tum_geraised)

2025-04-26T06:04:01.000Z · [Reddit](https://reddit.com/r/startups_deutschland/comments/1k8644d/se3_labs_seed_round_an_der_tum_geraised)

## Marketing & Ads

Ads have not been collected for this company.

## New pages

Archive dates show when an archived copy was found, not when the page was published.

### [Dream in the Real World: Strong Zero-Shot Skills, Despite Limited Data Diversity](https://se3labs.ai/blog/dream-eval-1)

- Published 2026-10-30 — [Publisher visible publication date](https://se3labs.ai/blog)
- Published 2026-10-30 — [Publisher page metadata](https://se3labs.ai/blog/dream-eval-1)

### [Where Should a Robot’s Intelligence Live? Code-as-Policy versus Agentic Control](https://se3labs.ai/blog/agentic-vs-code-as-policy)

- Published 2026-09-20 — [Publisher visible publication date](https://se3labs.ai/blog)
- Published 2026-09-20 — [Publisher page metadata](https://se3labs.ai/blog/agentic-vs-code-as-policy)
- First archived 2026-10-24 — [Internet Archive · earliest successful HTML capture](https://web.archive.org/web/20261024035713/https://se3labs.ai/blog/agentic-vs-code-as-policy/)

### [Research](https://se3labs.ai/blog)

- First archived 2026-09-24 — [Internet Archive · earliest successful HTML capture](https://web.archive.org/web/20260924143519/https://se3labs.ai/blog/)

## Contact

### Email

- [conan@se3labs.ai](mailto:conan@se3labs.ai) — [Source](https://se3labs.ai/)

## Sources

1. [SE3 Labs — Real-World RL Environments for Physical AI](https://se3labs.ai/) — se3labs.ai · Retrieved 2026-11-10

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