Difference between revisions of "AIClass"
From Bloominglabs
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== Topics == | == Topics == | ||
*Search | *Search | ||
| − | ** [http://harold.uits.indiana.edu/~jtillots/lectures/lecture1/lecture1.txt Topics and Readings] | + | ** [http://harold.uits.indiana.edu/~jtillots/AI-class/lectures/lecture1/lecture1.txt Topics and Readings] |
| − | ** [http://harold.uits.indiana.edu/~jtillots/lectures/lecture1 Slides] | + | ** [http://harold.uits.indiana.edu/~jtillots/AI-class/lectures/lecture1 Slides] |
** Homework | ** Homework | ||
| − | *** [http://harold.uits.indiana.edu/~jtillots/lectures/lectures1/tictactoe Minimax/AlphaBeta Pruning] | + | *** [http://harold.uits.indiana.edu/~jtillots/AI-class/lectures/lectures1/tictactoe Minimax/AlphaBeta Pruning] |
*Genetic Algorithms | *Genetic Algorithms | ||
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** Homework | ** Homework | ||
*** Implement an algorithm that solves the knapsack problem | *** Implement an algorithm that solves the knapsack problem | ||
| − | *** [http://harold.uits.indiana.edu/~jtillots/lectures/lectures2/homework.txt Instructions] | + | *** [http://harold.uits.indiana.edu/~jtillots/AI-class/lectures/lectures2/homework.txt Instructions] |
| − | *** [http://harold.uits.indiana.edu/~jtillots/lectures/lectures2/knapsack.c Data and data structure] | + | *** [http://harold.uits.indiana.edu/~jtillots/AI-class/lectures/lectures2/knapsack.c Data and data structure] |
*Perceptrons/Neural Networks | *Perceptrons/Neural Networks | ||
| − | ** [http://harold.uits.indiana.edu/~jtillots/lectures/lecture3/lecture3.txt Topics and Readings] | + | ** [http://harold.uits.indiana.edu/~jtillots/AI-class/lectures/lecture3/lecture3.txt Topics and Readings] |
== Resources == | == Resources == | ||
Revision as of 00:37, 14 February 2014
Information
- Class mailing list: AI-class@bloominglabs.org
Logging into the pogolinux box:
At Bloominglabs: 192.168.1.100 port 2200 Outside of Bloominglabs: bloominglabs.no-ip.org port 2200
For an ssh client for windows, I would use putty
Topics
- Search
- Genetic Algorithms
- http://burakkanber.com/blog/machine-learning-genetic-algorithms-part-1-javascript/
- http://burakkanber.com/blog/machine-learning-genetic-algorithms-in-javascript-part-2/
- Online examples
- Examples from class
- Homework
- Implement an algorithm that solves the knapsack problem
- Instructions
- Data and data structure
- Perceptrons/Neural Networks
