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Active Inference

Overview of attention for book
Cover of 'Active Inference'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Preventing Deterioration of Classification Accuracy in Predictive Coding Networks
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    Chapter 2 Interpreting Systems as Solving POMDPs: A Step Towards a Formal Understanding of Agency
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    Chapter 3 Disentangling Shape and Pose for Object-Centric Deep Active Inference Models
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    Chapter 4 Object-Based Active Inference
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    Chapter 5 Knitting a Markov Blanket is Hard When You are Out-of-Equilibrium: Two Examples in Canonical Nonequilibrium Models
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    Chapter 6 Spin Glass Systems as Collective Active Inference
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    Chapter 7 Mapping Husserlian Phenomenology onto Active Inference
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    Chapter 8 The Role of Valence and Meta-awareness in Mirror Self-recognition Using Hierarchical Active Inference
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    Chapter 9 World Model Learning from Demonstrations with Active Inference: Application to Driving Behavior
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    Chapter 10 Active Blockference: cadCAD with Active Inference for Cognitive Systems Modeling
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    Chapter 11 Active Inference Successor Representations
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    Chapter 12 Learning Policies for Continuous Control via Transition Models
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    Chapter 13 Attachment Theory in an Active Inference Framework: How Does Our Inner Model Take Shape?
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    Chapter 14 Capsule Networks as Generative Models
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    Chapter 15 Home Run: Finding Your Way Home by Imagining Trajectories
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    Chapter 16 A Novel Model for Novelty: Modeling the Emergence of Innovation from Cumulative Culture
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    Chapter 17 Active Inference and Psychology of Expectations: A Study of Formalizing ViolEx
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    Chapter 18 AIXI, FEP-AI, and Integrated World Models: Towards a Unified Understanding of Intelligence and Consciousness
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    Chapter 19 Intention Modulation for Multi-step Tasks in Continuous Time Active Inference
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    Chapter 20 Learning Generative Models for Active Inference Using Tensor Networks
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    Chapter 21 A Worked Example of the Bayesian Mechanics of Classical Objects
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    Chapter 22 A Message Passing Perspective on Planning Under Active Inference
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    Chapter 23 Efficient Search of Active Inference Policy Spaces Using k-Means
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    Chapter 24 Value Cores for Inner and Outer Alignment: Simulating Personality Formation via Iterated Policy Selection and Preference Learning with Self-World Modeling Active Inference Agents
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    Chapter 25 Deriving Time-Averaged Active Inference from Control Principles
Attention for Chapter 21: A Worked Example of the Bayesian Mechanics of Classical Objects
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Chapter title
A Worked Example of the Bayesian Mechanics of Classical Objects
Chapter number 21
Book title
Active Inference
Published in
Communications in Computer and Information Science, January 2023
DOI 10.1007/978-3-031-28719-0_21
Book ISBNs
978-3-03-128718-3, 978-3-03-128719-0
Authors

Sakthivadivel, Dalton A. R.

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X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
 Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 2 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 2 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 50%
Professor > Associate Professor 1 50%
Readers by discipline Count As %
Biochemistry, Genetics and Molecular Biology 1 50%
Engineering 1 50%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 1. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 03 March 2024.
All research outputs
#21,160,107
of 25,992,468 outputs
Outputs from Communications in Computer and Information Science
#1
of 1 outputs
Outputs of similar age
#357,688
of 482,636 outputs
Outputs of similar age from Communications in Computer and Information Science
#1
of 1 outputs
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