Computers and Computing

Dana H. Ballard, An Introduction to Natural Computation

Daniel C. Dennett, Brainchildren: Essays on Designing Minds

Marco Dorigo and Marco Colombetti, Robot Shaping: An Experiment in Behavior Engineering

David Easley and Jon Kleinberg, Networks, Crowds, and Markets: Reasoning about a Highly Connected World

Greg Egan, Permutation City

Gary William Flake, The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems, and Adaptation

John H. Holland, Keith J. Holyoak, Richard E. Nisbett and Paul R. Thagard, Induction: Processes of Inference, Learning, and Discovery

Andrew Ilachinski, Cellular Automata: A Discrete Universe

Michael J. Kearns and Umesh V. Vazirani, An Introduction to Computational Learning Theory

Mehryar Mohri, Afshin Rostamizadeh and Ameet Talwalkar, Foundations of Machine Learning

Cristopher Moore and Stephan Mertens, The Nature of Computation

Heinz Pagels, The Dreams of Reason

William Poundstone, Labyrinths of Reason: Paradox, Puzzles and the Frailty of Knowledge

Mitchel Resnick, Turtles, Termites and Traffic Jams: Explorations in Massively Parallel Microworlds

Chris Thornton, Truth from Trash: How Learning Makes Sense