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Behavior Trees in Robotics and AI

An Introduction

Innbundet
Engelsk
Chapman & Hall/CRC Artificial Intelligence and Rob
Behavior Trees in Robotics and AI
Behavior Trees in Robotics and AI
  • Forfattere: Michele Colledanchise , Petter Ogren
  • Format: Innbundet
  • Antall sider: 206
  • Språk: Engelsk
  • Forlag/Utgiver: SD Books
  • Serienavn: Chapman & Hall/CRC Artificial Intelligence and Rob
  • EAN: 9781138593732
  • Utgivelsesår: 2018
  • Bidragsyter: Colledanchise, Michele; Ogren, Petter
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Behavior Trees (BTs) provide a way to structure the behavior of an artificial agent such as a robot or a non-player character in a computer game. Traditional design methods, such as finite state machines, are known to produce brittle behaviors when complexity increases, making it very hard to add features without breaking existing functionality. BTs were created to address this very problem, and enables the creation of systems that are both modular and reactive. Behavior Trees in Robotics and AI: An Introduction provides a broad introduction as well as an in-depth exploration of the topic, and is the first comprehensive book on the use of BTs.

This book introduces the subject of BTs from simple topics, such as semantics and design principles, to complex topics, such as learning and task planning. For each topic, the authors provide a set of examples, ranging from simple illustrations to realistic complex behaviors, to enable the reader t