Difference between revisions of "Batch Learning for Poker"
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=== Project short description === | === 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: | 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. | 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. | 3- Fitted Q-Iteration to determinate the policy using Extremely Randomized Trees. | ||
Revision as of 13:22, 15 May 2010
MRT: Batch Learning for Poker
| |
| Coordinator: | MarcelloRestelli (restelli@elet.polimi.it) |
| Tutor: | |
| Collaborator: | |
| Students: | RafaelVilella (rafaelcarioca51@gmail.com) |
| Research Area: | Machine Learning |
| Research Topic: | |
| Start: | 2010/03/01 |
| End: | 1970/01/01 |
| Status: | Active |
| Type: | Thesis |
Contents
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
Project head(s)
M.Restelli - User:MarcelloRestelli
Students currently working on the project
Rafael Domingues Santos Vilella - User:RafaelVilella
Laboratory work and risk analysis
This project is related to software developing so there are no dangerous activities
