The Cambridge handbook of artificial intelligence
Handbook of artificial intelligence
Edited by Keith Frankish and William M. Ramsey
- Cambridge, UK : Cambridge University Press, 2014.
- xi, 354 pages : illustrations ; 26 cm.
History, motivations, and core themes / Stan Franklin -- Philosophical foundations / Konstantine Arkoudas and Selmer Bringsjord -- Philosophical challenges / William S. Robinson -- GOFAI / Margaret A. Boden -- Connectionism and neural networks / Ron Sun -- Dynamical systems and embedded cognition / Randall D. Beer -- Learning / David Danks -- Perception and computer vision / Markus Vincze, Sven Wachsmuth and Gerhard Sagerer -- Reasoning and decision making / Eyal Amir -- Language and communication / Yorick Wilks -- Actions and agents / Eduardo Alonso -- Artificial emotions and machine consciousness / Matthias Scheutz -- Robotics / Phil Husbands -- Artificial life / Mark A. Bedau -- The ethics of artificial intelligence / Nick Bostrom and Eliezer Yudkowsky.
"Artificial intelligence, or AI, is a cross-disciplinary approach to understanding, modelling, and creating intelligence of various forms. It is a critical branch of cognitive science. Its influence is increasingly being felt in other areas, including the humanities. AI applications are transforming the way we interact with each other and with our environment, and work in artificially modelling intelligence is offering new insights into the human mind and revealing new forms mentality can take. This volume of original essays presents state of the art in AI, surveying the foundations of the discipline, major theories of mental architecture, the principal areas of research, and extensions of AI such as artificial life. With a focus on theory rather than technical and applied issues, the volume will be valuable not only to people working in AI, but also to those in other disciplines wanting an authoritative and up-to-date introduction to the field"--