AI Agents & Applications · advanced · concept 258 of 311 · Updated Nov 4, 2026

🤖Vision-Language-Action Models

Models that take camera images plus a natural-language instruction and output robot actions directly, trained across large mixed datasets of demonstrations rather than one policy per task. They port the pretrain-then-adapt pattern from language into physical control. The property under test is generalisation: whether a policy handles objects, scenes, and phrasings it never saw during training.