Listmania!
Natural and artificial intelligence: further further reading
Vehicles: Experiments in Synthetic Psychology (Bradford Books)Vehicles: Experiments in Synthetic Psychology (Bradford Books) by Valentino Braitenberg
Buy new: £12.36 / Used from: £9.98
You've got to get it
Emergence: From Chaos to OrderEmergence: From Chaos to Order by John H. Holland
Buy new: £6.47 / Used from: £3.99
Covers a lot of the same ground as this course, linking search and representation with neural networks via Hollands notion of constrained generating procedures.
Hidden Order: How Adaptation Builds Complexity (Helix Books)Hidden Order: How Adaptation Builds Complexity (Helix Books) by John Holland
Buy used from: £8.19
Covers an economics/ecosystem inspired approach to getting interesting emergent behaviour
The Dreams of Reason: The Computer and the Rise of the Sciences of ComplexityThe Dreams of Reason: The Computer and the Rise of the Sciences of Complexity by Heinz R. Pagels
Buy used from: £0.55
Great combination of philosophical thoughts on simulation, conciousness, Descartes, Kant and modern AI/complex systems research.
An Introduction To Genetic AlgorithmsAn Introduction To Genetic Algorithms by MITCHELL MELANIE
one of the classic references
Complexity: A Guided TourComplexity: A Guided Tour by Melanie Mitchell
Buy new: £11.08 / Used from: £12.42
Good stuff
Chance and Chaos (Penguin Science)Chance and Chaos (Penguin Science) by David Ruelle
Buy used from: £0.12
for discussions of dynamics, time, entropy. (Really, really, really good book. Get this book.) Also has an interesting discussion of how to think abous free will in terms of chaos.
Warmth Disperses and Time Passes (Modern Library)Warmth Disperses and Time Passes (Modern Library) by Hans Christian Von Baeyer
Buy used from: £5.34
Nice introductions to entropy and information, history included
The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems and Adaptation (Bradford Book)The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems and Adaptation (Bradford Book) by GW Flake
Buy new: £26.91 / Used from: £26.11
Has lots of interesting material connecting the theory of computation and algorithmic complexity, with fractals, dynamical systems, neural nets, and more...
Computational Intelligence: An IntroductionComputational Intelligence: An Introduction by Andries P. Engelbrecht
Buy new: £52.25 / Used from: £66.70
quite expensive but look as though it might be worth it
Fundamentals of Computational Swarm IntelligenceFundamentals of Computational Swarm Intelligence by Andries P. Engelbrecht
Buy new: £72.99 / Used from: £103.48
quite expensive but look as though it might be worth it
Artificial IntelligenceArtificial Intelligence by Stuart Russell
Buy new: £42.74
may be a new release of:
Artificial Intelligence: A Modern Approach (International Edition)Artificial Intelligence: A Modern Approach (International Edition) by Stuart Russell
Buy new: £49.39 / Used from: £35.20
Artificial Life (Penguin science)Artificial Life (Penguin science) by Steven Levy
Buy used from: £0.56
I love this book. It tells the history of the quest for new creation: Vita in silico
YOUR BRAIN IS (ALMOST) PERFECT: How We Make DecisionsYOUR BRAIN IS (ALMOST) PERFECT: How We Make Decisions by Read Montague
Buy new: £9.89 / Used from: £4.09
Where do values come from and how they enable us to make decisions
Artificial Intelligence: Structures and Strategies for Complex Problem SolvingArtificial Intelligence: Structures and Strategies for Complex Problem Solving by George F. Luger
Buy used from: £3.38
Very useful on the course
The Emperor's New Mind: Concerning Computers, Minds, and the Laws of Physics (Popular Science)The Emperor's New Mind: Concerning Computers, Minds, and the Laws of Physics (Popular Science) by Sir Roger Penrose
Buy new: £6.48 / Used from: £2.99
Controversial explanation why artificial intelligence is impossible - a classic though
Discourse on Method and the Meditations (Classics)Discourse on Method and the Meditations (Classics) by Rene Descartes
Buy used from: £0.41
I think, therefore I am
Simulacra and Simulation (The Body in Theory: Histories of Cultural Materialism)Simulacra and Simulation (The Body in Theory: Histories of Cultural Materialism) by Jean Baudrillard
Buy new: £10.12 / Used from: £6.48
It also inspired The Matrix
And Another Thing ...: Douglas Adams' Hitchhiker's Guide to the Galaxy: Part Six of Three (Hitchhikers Guide 6)And Another Thing ...: Douglas Adams' Hitchhiker's Guide to the Galaxy: Part Six of Three (Hitchhikers Guide 6) by Eoin Colfer
Buy new: £9.49 / Used from: £8.09
It's release is the same time as the exam; extremely improbable?
Godel, Escher, Bach: An Eternal Golden Braid (20th anniversary edition with a new preface by the author)Godel, Escher, Bach: An Eternal Golden Braid (20th anniversary edition with a new preface by the author) by Douglas R Hofstadter
Buy new: £13.26 / Used from: £11.35
a Pulitzer Prize-winner