Company profile
One Robot
One Robot builds world-model simulation environments for robot learning. Teams train a model on robot experience, roll out policies to find failures and ge...
Facts
- Segment
- FOUNDATION_MODELS
- Country
- United States
- Headquarters
- San Francisco, California
- Founded
- 2025
- Website
- https://www.onerobot.io/
About One Robot
One Robot builds world-model simulation environments for robot learning. Teams train a model on their robot’s own experience, including physical behaviour and camera observations, then run policy rollouts in simulation to identify edge cases before deployment.
When a policy fails, the platform generates targeted synthetic trajectories to address the discovered weakness. The system is designed for manipulation tasks where contact physics matters, including deformable objects and precise assembly. It gives action-model teams a workflow for expanding experiments and training data when access to physical robots limits iteration speed.
Market context
ENABLEMENT
Summary
Type: Learning infrastructure
Core: World models
Function: Training environments
Audience: Developers