Batch Learning for Poker
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Revision as of 12:48, 13 May 2010 by RafaelVilella (Talk | contribs) (New page: ' == '''Part 1: project profile''' == === Project name === Batch Learning for Poker === Project short description === This project is aimed at determination an efficient policy to play...)
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Contents
Part 1: project profile
Project name
Batch Learning for Poker
Project short description
This project is aimed at determination an efficient policy to play Poker Limit Hold`em Heads up. Subdivided in three major areas: 1- Analysis of rules of poker and player strategies. 2- Feature Extraction: Given the fact that number of possible states are quite large (10E14). A FS approach is necessary. 3- Fitted Q-Iteration to determinate the policy using Extremely Randomized Trees.
Dates
Start date: 2010/03/01
End date: Still in progress
Website(s)
Project head(s)
M.Restelli - User:MarcelloRestelli
Other Politecnico di Milano people
Students currently working on the project
Rafael Domingues Santos Vilella - User:RafaelVilella
Students who worked on the project in the past
External personnel:
Laboratory work and risk analysis
This project is related to software developing so there are no dangerous activities
