CIS 479/579 Lecture Notes
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Overview
Basic Lisp
Lisp Control and Data Structures
Lisp I/O, Arrays, and Macros
Heuristic Search
Game Playing
Production Systems
Bagger Example (MS Word)
Doctor KB
Animal KB
Knowledge Acquisition
Probabilistic Reasoning
Derivations (MS Word)
Dempster/Shaffer Theory of Evidence
M1
Wine KB
Vine KB
Cwine KB
Mycin
Rules and Databases
Prolog
Resolution and Unification
Knowledge Representation
Semantic Networks
Frames and Scripts
Conceptual Dependency
gps
Planning
SOAR
SOAR Tutorial Part 1
Machine Learning
Tim Finin's Machine Learning Notes
MIT Open Courseware Machine Learning Notes
Neural Networks
Perceptrons and Learning
Genetic Algorithms
Celluar Autonoma and the Game of Life (ppt COM3542)
John Conway's Game of Life
Genetic Algorithm Tutorial and Applets
Genetic Algorithm Playground and Java Toolkit
Genetic Programming Tutorial
John Koza's Genetic Algorithms Lecture
Game Agent Programming
Natural Language Processing
Christopher Manning's Slides - Natural Language Parsing
Peter Millican's Slides - Elizabeth
Joshua Goodman's Slides - Langauge Modeling