CIS 479/579 Lecture Notes

• 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