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Robot Evolution

From Evolutionary Robotics to Physical AI

Medium: Buch
ISBN: 978-981-958581-6
Verlag: Springer Nature Singapore
Erscheinungstermin: 18.07.2026
vorbestellbar, Erscheinungstermin ca. Juli 2026

This book synthesizes the state of the art in the science and technology of robot evolution. It explores the principle “  It centers on embodied AI, where intelligence emerges from the interaction between a physical body and its environment, as exemplified by robots. The long-term vision is a new class of intelligent machines that evolve, learn, and improve both their bodies and their brains ‘on the job’.

Designed as both an accessible entry point for students and a comprehensive reference for experts, the book is rich in case studies, design patterns, and adaptable algorithmic recipes that readers can reuse and extend. Written as a didactic guide, it supports both self-study and teaching. To bridge theory and practice, the book is accompanied by open-source software for experimentation, prototyping, and reproducible research.

Students in artificial intelligence, computer science, robotics, and related fields will find this volume a clear and structured introduction, while researchers, AI experts, roboticists, and biologists can use it as a valuable reference work and an inspiration for their research.


Produkteigenschaften


  • Artikelnummer: 9789819585816
  • Medium: Buch
  • ISBN: 978-981-958581-6
  • Verlag: Springer Nature Singapore
  • Erscheinungstermin: 18.07.2026
  • Sprache(n): Englisch
  • Auflage: Erscheinungsjahr 2026
  • Serie: Natural Computing Series
  • Produktform: Gebunden
  • Seiten: 220
  • Format (B x H): 155 x 235 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Robots.- Natural Evolution.- Digital Evolution – Evolutionary Computing.- Highlights of Evolutionary Robotics History.- Evolutionary Robotics.- Evolving Robot Brains.- Evolving Bodies and Brains with Learning.- Environmental Influences and Developmental Mechanisms.- Physical Robot Evolution.- Outlook.