Lectures

• A Brief History of AI
• Uninformed Search
• Heuristic Search
• Local Search
• Game-Playing
• Machine Learning Overview
• Reinforcement Learning
• Decision Trees
• Neural Networks
• Recursive Auto-Associative Memory
• Unsupervised Learning
• Braitenberg Vehicles
• Subsumption Architecture
• Genetic Algorithms
• Copycat Architecture

Pyro

• Pyro Home Page

Python

• Python Home Page
• Python Download Page
• Python Tutorial
• Python Documentation
• Pyro Introduction to Python
• How to Think Like a Computer Scientist
• Dive Into Python

Emacs

• Customizing Emacs for CS 151
• Using Emacs with Python
• Emacs Quick Reference Guide

Demos

• Q-Learning Demo
• Image Compression using Backpropagation
• Unsupervised Learning Demos