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Behavior-Based Robotics (Intelligent Robotics and Autonomous Agents)
 
 
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Behavior-Based Robotics (Intelligent Robotics and Autonomous Agents) [Hardcover]

Ronald C. Arkin (Author)
4.3 out of 5 stars  See all reviews (6 customer reviews)

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Book Description

0262011654 978-0262011655 May 22, 1998 Third Printing, 2000

foreword by Michael Arbib This introduction to the principles, design, and practice of intelligent behavior-based autonomous robotic systems is the first true survey of this robotics field. The author presents the tools and techniques central to the development of this class of systems in a clear and thorough manner. Following a discussion of the relevant biological and psychological models of behavior, he covers the use of knowledge and learning in autonomous robots, behavior-based and hybrid robot architectures, modular perception, robot colonies, and future trends in robot intelligence.The text throughout refers to actual implemented robots and includes many pictures and descriptions of hardware, making it clear that these are not abstract simulations, but real machines capable of perception, cognition, and action.


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Editorial Reviews

Review

"Hard to put down and necessary to know—Arkin's book provides acomprehensive intellectual history of robots and a thoroughcompilation of robotic organizational paradigms from reflexes throughsocial interaction." Chris Brown , Professor of Computer Science, University of Rochester

About the Author

Ronald C. Arkin is Professor and Director of the Mobile Robot Laboratory, College of Computing, Georgia Institute of Technology.


Product Details

  • Reading level: Ages 18 and up
  • Hardcover: 491 pages
  • Publisher: A Bradford Book; Third Printing, 2000 edition (May 22, 1998)
  • Language: English
  • ISBN-10: 0262011654
  • ISBN-13: 978-0262011655
  • Product Dimensions: 9.3 x 7.2 x 1.2 inches
  • Shipping Weight: 2.1 pounds (View shipping rates and policies)
  • Average Customer Review: 4.3 out of 5 stars  See all reviews (6 customer reviews)
  • Amazon Best Sellers Rank: #263,345 in Books (See Top 100 in Books)

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6 Reviews
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Average Customer Review
4.3 out of 5 stars (6 customer reviews)
 
 
 
 
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30 of 31 people found the following review helpful:
5.0 out of 5 stars Excellence Summary of The Field, a great starting place., September 1, 1999
By A Customer
This review is from: Behavior-Based Robotics (Intelligent Robotics and Autonomous Agents) (Hardcover)
The first thing to realize is this book is a survery of Behavioral Robotics. It does a great job of explaining the various aspects of Beharioral methology, but it is not a colledge textbook. There aren't sets of problems, but there is a whole lot of basic knowledge. I don't have a lot of AI experience, but I was never at a lost reading this book. The book is a great starting point to learn the field. When you finish the book you will have a basic understanding of the different branches of the field, and the Bibliography is truly top notch. With this book you will know which method will best suit you task.
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13 of 13 people found the following review helpful:
3.0 out of 5 stars Overpriced and explains the obvious, March 2, 2006
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This review is from: Behavior-Based Robotics (Intelligent Robotics and Autonomous Agents) (Hardcover)
The only reason I am giving this book three stars is that no other serious publication I know of discusses behavior based robotics. However, that being said, this book uses a lot of pages and costs a lot of dollars to explain a rather simple concept. It is an elegant concept, and I do take my hat off to Mr. Arkin for getting to the heart of the matter clearly and with good illustrations. But is it a concept that requires almost 500 pages? I don't really think so. Simply put, behavior-based robotics does not use an internal model of its environment. For instance, there is no programming in the robot of what a chair looks like, or what kind of surface the robot is moving on - all the information is gleaned from the input of the robot's sensors. The robot uses that information to react to the changes in its environment as those changes occur. State machines are at the heart of the design of any behavior-based robot. For example, a foraging robot would probably have four states describing its behavior in response to its sensors: wandering and looking for food, picking up food, homing towards the nest, and avoiding obstacles.
This book is a very easy read, although at times it seems repetitive. It does not really require any particular technical background in order to understand it, although to really appreciate the concept you should already be familiar with robotic design concepts.
Some really good implementations of the concepts in this book are at a website authored by Craig Reynolds. To find it, type "Steering behaviors for autonomous characters" into Google, and it should be the first address listed. Mr. Reynolds' site has a paper on his extensions of behavior-based concepts, as well as some Java applets demonstrating his methods.
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5 of 5 people found the following review helpful:
5.0 out of 5 stars Possibly the best single text on behaviour-based robotics, February 7, 2002
By 
"andrei_r_" (Toronto, Ontario, Canada) - See all my reviews
This review is from: Behavior-Based Robotics (Intelligent Robotics and Autonomous Agents) (Hardcover)
Outstanding introduction to the field of behaviour-based robot control. Completely accessible to the non-expert. It starts off with a good treatment of perception and action in animals as motivation. Goes on to discuss different aspects of behavioural control, including formal methods, architectures, various implementations, theoretical limitations, and so on.

I use this book as a reference, to help me with my own research into control architectures. Arkin is a leader in this field. Many (most!) of the recent research papers that I've seen cite this book. I think it should be on your bookshelf if you're a researcher or practitioner of AI.

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Inside This Book (learn more)
First Sentence:
Perhaps the best way to begin our study is with a question: If we could create intelligent robots, what should they be like, and what should they be able to do? Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
reactive robotic systems, lightweight vision, behavioral controller, behavioral fusion, multiagent robotic systems, perceptual algorithms, robotic architectures, sensor fission, perceptual classes, reactive control system, spatial reasoner, reactive execution, behavioral architecture, robotic agent, colony architecture, reinforcement learning methods, behavioral configuration, visual routines, representational knowledge, subsumption architecture, potential fields method, reactive navigation, deliberative planning, robotic behaviors, behavioral memory
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Carnegie-Mellon University, Behavior Language, Georgia Tech, Rodney Brooks, University of Southern California, Grey Walter, Turing Test, Whence Behavior, Add Rule, Attractor Obstacle, Law of Effect, Noise-Persistence Noise-Gain Goal-Gain Object-Gain Sphere-of-Influence, University of Chicago
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