FIELD NOTES TOPIC

object-centric representation

2 notes, newest first.

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

    Source note ·

    The study investigates the performance of object-centric world models for visual model-predictive control, which enable agents to accomplish tasks through planning. The researchers find that these models perform better…

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

    Source note ·

    The research focuses on object-centric world models (OCWMs) for artificial intelligence agents. The study compares OCWMs with traditional scene-centric models in terms of representation quality, planning success, and…