Introduction to AI Robotics

@inproceedings{Murphy2000IntroductionTA,
  title={Introduction to AI Robotics},
  author={Robin R. Murphy},
  year={2000}
}
  • R. Murphy
  • Published 6 November 2000
  • Computer Science
From the Publisher: This text covers all the material needed to understand the principles behind the AI approach to robotics and to program an artificially intelligent robot for applications involving sensing, navigation, planning, and uncertainty. [...] Key MethodFollowing the overview, Murphy contrasts AI and engineering approaches and discusses what she calls the three paradigms of AI robotics: hierarchical, reactive, and hybrid deliberative/reactive.Expand
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References

SHOWING 1-5 OF 5 REFERENCES
500 pp. ISBN 0-262-19423-6 $57.95 Reviewed by: Kenny Hunt
  • 500 pp. ISBN 0-262-19423-6 $57.95 Reviewed by: Kenny Hunt
  • 1999
and the STeP group STeP: The Stanford Temporal Prover (Educational Release), User's Manual
  • and the STeP group STeP: The Stanford Temporal Prover (Educational Release), User's Manual
  • 1995
Teamwork. Nous Special Issue on Cognitive Science and Artificial Intelligence
  • Teamwork. Nous Special Issue on Cognitive Science and Artificial Intelligence
  • 1991
Intentions, Plans, and Practical Reason
  • Intentions, Plans, and Practical Reason
  • 1987
Advances in Genetic Programming Complex Adaptive Systems series
  • Advances in Genetic Programming Complex Adaptive Systems series