A Path Towards Autonomous Machine Intelligence with Dr. Yann LeCun

Описание к видео A Path Towards Autonomous Machine Intelligence with Dr. Yann LeCun

AFRL/AFOSR Chief Scientist Distinguished Lecture Series featuring Dr. Yann LeCun

In this talk, we discuss cognitive architecture for autonomous learning agents capable of planning and reasoning. The centerpiece of the architecture is a hierarchical world model, trained with self-supervised learning, with which the system can predict the consequences of its actions and plan sequences of actions to fulfill an objective. The world model uses a new type of deep learning architecture called H-JEPA (Hierarchical Joint Embedding Predictive Architecture) which can perform predictions at multiple time scales and multiple levels of abstraction.

Abstract and Bio: https://community.apan.org/wg/afosr/m...

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