Roboto Agents use AI for robotics data analysis and triage
TL;DR. Roboto released Agents, an AI system that automates triage, root cause analysis, and data curation for robotics data. - The AI agents investigate robotics data, identify failure causes, and draft fixes for engineers. - Agents work across various data types, including bags, video, and source code, creating evidence-backed tickets. - The system helps transform 'write-once, read-never' data into organized, ML-ready collections for analysis.
- Roboto introduced AI Agents for robotics data analysis.
- Agents perform automated triage, root cause analysis, and data curation.
- The system processes rosbags, video, and source code to identify failures.
- It creates labeled tickets and exports curated data for machine learning.
Sources
- Roboto Agents: agentic triage, root cause analysis, and data curation for rosbags and MCAP — discourse.openrobotics.org