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Only One Player: Can we use MuZero?

Open 1121091694 opened this issue 2 years ago • 2 comments

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Description

Perfect ideas and codes In my game, there is only one player, constantly moving, assessing the situation, and there is a final reward. How can I use Muzero to optimize AI games? Is there a tutorial for single player training and use?

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1121091694 avatar Oct 17 '22 09:10 1121091694

Check out the twenty-one game. It is only one player.

https://github.com/werner-duvaud/muzero-general/blob/master/games/twentyone.py

AdrianAcala avatar Oct 18 '22 06:10 AdrianAcala

Hello, thank you to the contributors for their outstanding work on this repository. Regarding the issue you've raised, you might be interested in the project "LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios". This repository not only supports the AlphaZero algorithm but also extends support to MuZero and a series of related algorithms and environments, which might meet your requirements. Best wishes.

puyuan1996 avatar Mar 15 '24 07:03 puyuan1996