A Bayesian Account of Generalist and Specialist Formation Under the Active Inference Framework

A Bayesian Account of Generalist and Specialist Formation Under the Active Inference Framework

This paper offers a formal account of policy learning, or habitual behavioral optimization, under the framework of Active Inference. In this setting, habit formation becomes an autodidactic, experience-dependent process, based upon what the agent sees itself doing. We focus on the effect of environm...

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Bibliographic Details
Main Authors: Anthony G. Chen, David Benrimoh, Thomas Parr, Karl J. Friston
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-09-01
Series:Frontiers in Artificial Intelligence
Subjects:
Bayesian
active inference
generative model
preferences
predictive processing
learning strategies
Online Access:https://www.frontiersin.org/article/10.3389/frai.2020.00069/full

Internet

https://www.frontiersin.org/article/10.3389/frai.2020.00069/full

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