https://github.com/cbarrick/pomcp-blackjack
https://github.com/cbarrick/pomcp-blackjack
Last synced: 3 months ago
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- Host: GitHub
- URL: https://github.com/cbarrick/pomcp-blackjack
- Owner: cbarrick
- Created: 2017-04-06T16:36:56.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2017-05-04T17:00:54.000Z (about 8 years ago)
- Last Synced: 2025-01-11T04:14:02.280Z (5 months ago)
- Language: Python
- Size: 42 KB
- Stars: 2
- Watchers: 3
- Forks: 0
- Open Issues: 1
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Metadata Files:
- Readme: README.md
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README
Applying POMCP to Blackjack ♠♦♣♥
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Blackjack is a popular casino card game that can easily be modeled as a Partially Observable Markov Decision Process (POMDP). This project aims to apply a variant of Monte-Carlo Tree Search, called [POMCP], to solve the game. More details can be found [here][slides].
[POMCP]:https://papers.nips.cc/paper/4031-monte-carlo-planning-in-large-pomdps
[slides]:https://docs.google.com/presentation/d/1yLT-D7ZIocmVAj_bJ5cTlnpHtFwkR_DGghxNsMZ4VvU/edit?usp=sharing