Active inference textbook

Submission Number: 99
Submission ID: 3519
Submission UUID: 037a2dc5-c8df-4ab2-bb6c-772f0a0186cc
Submission URI: /form/resource

Created: Mon, 03/20/2023 - 23:01
Completed: Mon, 03/20/2023 - 23:01
Changed: Fri, 03/14/2025 - 11:43

Remote IP address: 198.11.30.70
Submitted by: Shohei Wakayama
Language: English

Is draft: No
Approved Yes
Title Active inference textbook
Category Learning
Skill Level Beginner, Intermediate, Advanced
Description This textbook is the first comprehensive treatment of active inference, an integrative perspective on brain, cognition, and behavior used across multiple disciplines including computational neurosciences, machine learning, artificial intelligence, and robotics. It was published in 2022 and it's open access at this time. The contents in this textbook should be educational to those who want to understand how the free energy principle is applied to the normative behavior of living organisms and who want to widen their knowledge of sequential decision making under uncertainty.
Link to Resource
Tags ai, machine-learning, neural-networks
Domain ACCESS CSSN, Campus Champions, CAREERS, CCMNet, Great Plains, Kentucky, Northeast
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