One Robot
About
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.
Team
- Elton Shon - Founder - He leads One Robot’s robotics, software, and firmware work for world-model simulation environments that train and evaluate manipulation policies.
- Hemanth Sarabu - Founder - He leads One Robot’s world-model-based simulation environments for training and evaluating robot policies on difficult manipulation tasks without relying on continuous…
Timeline
Events
- 2026-02-25 - Product Launch - One Robot launches One Robot - World models for robots
Building world model-based environments for robot training and evaluation One Robot - World models for robots The company launched in February 2026 and fits the robot-learning infrastructure layer rather than a physical robot OEM category
Source
Context
Comparable profiles
- RoboScience / 机器科学
stack adjacency - Robotics Foundation Model Labs · Robot Learning
- General Trajectory
stack adjacency - Robot Learning Platforms · Robotics Foundation Model Labs
- ACE Robotics (大晓机器人)
stack adjacency - Robotics Foundation Model Labs
- Alibaba Group
stack adjacency - Robotics Foundation Model Labs
- Covariant
stack adjacency - Robot Learning Platforms
- The Robot Learning Company
stack adjacency - Robot Learning Platforms · Robot Learning
- Proximity Robotics
stack adjacency - Robot Learning Platforms · Robot Learning
- ATOM Humanoid
stack adjacency - Robotics Foundation Model Labs
- Mbodi AI
stack adjacency - Robotics Foundation Model Labs
- OpenMind
stack adjacency - Robot Learning Platforms
- Dyna Robotics
stack adjacency - Robot Learning Platforms
- Open Robotics
stack adjacency - Robot Learning Platforms
Context tags
- Robotics foundation-model ecosystem - Stack Layer - Public source material supports Robotics foundation model labs context.
- Robot learning - Capability - Public source material supports Robot learning context.
- Robot learning platforms - Stack Layer - Public source material supports Robot learning platforms context.