Bounded rationality, abstraction and hierarchical decision-making: an information-theoretic optimality principle

Bounded rationality, abstraction and hierarchical decision-making: an information-theoretic optimality principle

Abstraction and hierarchical information-processing are hallmarks of human and animal intelligence underlying the unrivaled flexibility of behavior in biological systems. Achieving such a flexibility in artificial systems is challenging, even with more and more computational power. Here we investiga...

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Bibliographic Details
Main Authors: Tim eGenewein, Felix eLeibfried, Jordi eGrau-Moya, Daniel Alexander Braun
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-11-01
Series:Frontiers in Robotics and AI
Subjects:
Information Theory
decision-making
bounded rationality
Hierarchical Architecture
Lossy compression
Rate distortion
Online Access:http://journal.frontiersin.org/Journal/10.3389/frobt.2015.00027/full

Internet

http://journal.frontiersin.org/Journal/10.3389/frobt.2015.00027/full

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