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Text Book:
Stuart Russell and Peter Norvig. Artificial Intelligence: A Modern Approach, 3rd Edition. Prentice Hall, 2009.
References (Recommended):
- Toby Segaran. Programming Collective Intelligence. O'Reilly, 2007
- Hans Petter Langtangen. Python Scripting for Computational Science. Springer, 2009.
- Python for AI
- Beginner's Guide to Python
- Intro to Python
Planning: Readings
- Intro to STRIPS Paper by Fikes and Nilsson '71
- HTN, SHOP Paper AI Magazine
- RAP James Firby AAAI Paper '87
- Modeling How and When Learning Happens in a Simple Fault-Finding Task
- CoJACK: A High-Level Cognitive Architecture with Demonstrations of Moderators, Variability, and Implications for Situation Awareness
- A Preliminary Model of Participation for Small Groups
- Extra Reading: SOAR Projects
Materials on Machine Learning
- Preceptron Learning Rule
- Interactive K means demp
- Backprop derivation Part 1
- Backprop derivation Part 2
Also, please consult the Canvas folder for additional resources
Coding Review Document [.doc]