TL;DR PerAct is investigated, a language-conditioned behavior-cloning agent for multi-task 6-DoF manipulation that significantly outperforms unstructured image-to-action agents and 3D ConvNet baselines for a wide range of tabletop tasks. Appeared in surveys 2026-03-30-pointworld-3d-world-models