Free Lesson
From robots that see to robots that understand
60 min
Nov 18, 2026 10:00 AM
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What you'll learn
Why the classic pipeline breaks
Why the classic pipeline (detect with YOLO, then hand-code the action) breaks in messy real-world settings
How VLA models turn pixels into actions
How VLA models like RT-2, OpenVLA and pi0 go from pixels and words to motor commands
How they learn from teleoperation
How these models learn from human teleoperation data
Where VLAs still fail today
Where VLAs still fail today, and what that means if you want to build with them
Why this topic matters
How vision-language-action models turn camera input into robot actions. A plain-English Lightning Lesson by The Agent Camp, the hands-on school for AI agents and Physical AI. No robotics background needed.
