Individual skill
Sim-to-Real Transfer Skill
Techniques for minimizing simulation-to-reality gap and validating transfer
library/specializations/robotics-simulation/skills/sim-to-real/SKILL.md
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- Last checked
- Nov 9, 2026
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- License
- MIT
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# Sim-to-Real Transfer Skill
## Overview
Expert skill for bridging the simulation-to-reality gap through domain randomization, system identification, and transfer validation techniques.
## Capabilities
- Implement domain randomization (physics, appearance, dynamics)
- Configure system identification for simulation parameters
- Set up adaptive domain randomization
- Implement domain adaptation techniques
- Configure noise injection for robust policies
- Set up reality gap metrics and monitoring