Better Slots, Better Worlds: Representation Quality & Robustness in Object-Centric World Models

Shukrullo Nazirjonov, Sai Prasanna, Anna Manasyan +1

Learning world models from offline trajectories enables agents to accomplish different tasks through planning. Object-centric (OC) representations, which decompose a scene into a s…