AIClass: Difference between revisions
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For an ssh client for windows, I would use [http://www.chiark.greenend.org.uk/~sgtatham/putty/download.html putty] |
For an ssh client for windows, I would use [http://www.chiark.greenend.org.uk/~sgtatham/putty/download.html putty] |
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== |
== Topics == |
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*Search |
*Search |
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** [http://harold.uits.indiana.edu/~jtillots/lectures/lecture1/lecture1.txt Topics and Readings] |
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** [http://harold.uits.indiana.edu/~jtillots/lectures/lecture1 Slides] |
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** Homework |
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*** [http://harold.uits.indiana.edu/~jtillots/lectures/lectures1/tictactoe Minimax/AlphaBeta Pruning] |
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*Genetic Algorithms |
*Genetic Algorithms |
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*** http://www.rennard.org/alife/english/gavgb.html |
*** http://www.rennard.org/alife/english/gavgb.html |
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*** https://www.ads.tuwien.ac.at/raidl/tspga/TSPGA.html |
*** https://www.ads.tuwien.ac.at/raidl/tspga/TSPGA.html |
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** [https://harold.uits.indiana.edu/~jtillots/lectures/lecture2/GAs Examples from class] |
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** Homework |
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*** Implement an algorithm that solves the knapsack problem |
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*** [http://harold.uits.indiana.edu/~jtillots/lectures/lectures2/homework.txt Instructions] |
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*** [http://harold.uits.indiana.edu/~jtillots/lectures/lectures2/knapsack.c Data and data structure] |
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*Perceptrons/Neural Networks |
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** [http://harold.uits.indiana.edu/~jtillots/lectures/lecture3/lecture3.txt Topics and Readings] |
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== Resources == |
== Resources == |
Revision as of 01:36, 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