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Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs
Lex Fridman Podcast
The Role of Internal Self Models in Future Planning and Consciousness
Data compression during panel solving creates internal self models. These models of the world allow for planning the future. The controller, a recurrent network, maximizes reward using the predictive model. It considers different action sequences and explores the consequences of its own actions. The next gap to consciousness is uncertain.
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