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Neuroevolution

An MIT Press book by Sebastian Risi, Yujin Tang, David Ha, and Risto Miikkulainen

  • About the Book
  • Table of Contents
  • Exercises
  • Demos
  • Course & Tutorials
  • Authors
  • For Instructors

Table of Contents

  • Foreword
  • Preface
  • 1 Introduction
  • 2 The Basics
  • 3 The Fundamentals of Neuroevolution
  • 4 Indirect Encodings
  • 5 Utilizing Diversity
  • 6 Neuroevolution of Behavior
  • 7 Neuroevolution of Collective Systems
  • 8 Interactive Neuroevolution
  • 9 Open-ended Neuroevolution
  • 10 Evolutionary Neural Architecture Search
  • 11 Optimization of Neural Network Designs
  • 12 Synergies with Reinforcement Learning
  • 13 Synergies with Generative AI
  • 14 What Neuroevolution Can Tell Us About Biological Evolution?
  • 15 Epilogue
  • References
  • Subject Index
  • Author Index 

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