# AgiBot launches Genie Master, a framework for self-improving G2 robots

> Original title: AgiBot's Genie Master Lets G2 Robots Diagnose Their Own Failures on a Real Convenience-Store Shift

- Source: Pandaily
- Published: 2026-10-28T01:48:54.000Z
- Bad Influence: https://badinfluence.news/items/l4xv3aapmny39n8q9qd2xd3mn
- Original: https://pandaily.com/agibot-genie-master-embodied-agent-framework-eep-harness-rsi-policy-rsi-convenience-store

## Summary

AgiBot has released Genie Master, an embodied agent framework that lets G2 robots improve after deployment. The company says robots running it are working in a real convenience store, diagnosing and fixing their own failures without human demonstrations. Improvement runs on two tracks: Harness RSI refines prompts, memory and execution rules without changing model weights, while Policy RSI retrains the action policy using data that still includes human takeovers.