Search Results for author: Manuel G. Bedia

Found 3 papers, 2 papers with code

Adaptation to criticality through organizational invariance in embodied agents

1 code implementation13 Dec 2017 Miguel Aguilera, Manuel G. Bedia

In order to explore how criticality might emerge from general adaptive mechanisms, we propose a simple learning rule that maintains an internal organizational structure from a specific family of systems at criticality.

Acrobot

Criticality as It Could Be: organizational invariance as self-organized criticality in embodied agents

6 code implementations18 Apr 2017 Miguel Aguilera, Manuel G. Bedia

This paper outlines a methodological approach for designing adaptive agents driving themselves near points of criticality.

Acrobot

Learning Criticality in an Embodied Boltzmann Machine

no code implementations2 Feb 2017 Miguel Aguilera, Manuel G. Bedia

We test and corroborate the model implementing an embodied agent in the mountain car benchmark, controlled by a Boltzmann Machine that adjust its weights according to the model.

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