Active Inference
By Thomas Parr, Giovanni Pezzulo and Karl J. Friston
By Thomas Parr, Giovanni Pezzulo and Karl J. Friston
By Thomas Parr, Giovanni Pezzulo and Karl J. Friston
By Thomas Parr, Giovanni Pezzulo and Karl J. Friston
Category: Science & Technology | Psychology | Philosophy
Category: Science & Technology | Psychology | Philosophy
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$42.00
Mar 29, 2022 | ISBN 9780262045353
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Mar 29, 2022 | ISBN 9780262362283
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Table Of Contents
Preface vii
I
1 Overview 3
2 The Low Road to Active Inference 15
3 The High Road to Active Inference 41
4 The Generative Models of Active Inference 63
5 Message Passing and Neurobiology 85
II
6 A Recipe for Designing Active Inference Models 105
7 Active Inference in Discrete Time 125
8 Active Inference in Continuous Time 153
9 Model-Based Data Analysis 173
10 Active Inference as a Unified Theory of Sentient Behavior 191
Appendix A: Mathematical Background 225
Appendix B: The Equations of Active Inference 243
Appendix C: An Annotated Example of the Matlab Code 259
Notes 267
References 273
Index 295
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