History of AI
Pathfinding and the A-star algorithm
Simulated annealing
Particle swarm optimization
Introduction to adaptive resonance theory (ART1)
Introduction to classifier systems
Ant algorithms
Introduction to neural networks and the backpropagation algorithm
Introduction to reinforcement learning
Introduction to genetic algorithms
Artificial life
Introduction to rules-based systems
Introduction to fuzzy logic
Natural language processing
The Bigram models
Agent-based software
AI today.
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AI application programming by M. Tim Jones. ISBN 1584504218. Published by Charles River Media in 2005. Publication and catalogue information, links to buy online and reader comments.
