boardgame-research
analyze-sgf
| boardgame-research | analyze-sgf | |
|---|---|---|
| 4 | 1 | |
| 363 | 17 | |
| - | - | |
| 3.6 | 2.5 | |
| 10 months ago | about 1 year ago | |
| XSLT | JavaScript | |
| Creative Commons Zero v1.0 Universal | MIT License |
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boardgame-research
- Training an AI for Tigris and Euphrates
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Board Games and Markov Chains
If you enjoyed this, you might like some of the literature around boardgame research that uses Markov Chains. Prime examples are RISK and Monopoly, but someone wrote a thesis on "Analysis of 'The Settlers of Catan' Using Markov Chains" as well. I maintain a nice list at https://github.com/captn3m0/boardgame-research (grep for Markov)
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DeepMind's Player of Games, a general-purpose game algorithm
If you are interested in this, I maintain a list of boardgame-solving related research at https://github.com/captn3m0/boardgame-research, with sections for specific games.
This looks really interesting. It would be a good project to test this against a general card-playing framework to easily test it on a variety of imperfect-information games based on playing cards.
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How to Win at Risk Every Time by Using Systems Thinking
If you're interested in Risk, here's a list of research on Risk: https://github.com/captn3m0/boardgame-research#risk
analyze-sgf
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DeepMind's Player of Games, a general-purpose game algorithm
You can also just download pre-trained models. Get those set up and then install Sabaki (https://sabaki.yichuanshen.de/) and connect it to your KataGo... instant (ok, a few hours probably if it's your first time setting it up) superhuman Go AI. There's even an npm package you can use to process SGF files and automatically score moves as good/questionable/bad + generate variations that were better choices: https://github.com/9beach/analyze-sgf/blob/master/README.en-...
What are some alternatives?
Sabaki - An elegant Go board and SGF editor for a more civilized age.
katrain - Improve your Baduk skills by training with KataGo!
mybgg - A template that lets you quickly set up a site for searching and filtering your boardgames.
deep_learning_and_the_game_of_go - Code and other material for the book "Deep Learning and the Game of Go"
sgf - A library for parsing SGF files.
Polygames - The project is a platform of zero learning with a library of games.
ogatak - KataGo analysis GUI and SGF editor
adama-lang - A headless spreadsheet document container service.
SabakiThemes - A collection of themes for the Sabaki Goban
tigris-and-euphrates - Rust implementation of T&E Board game