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General Game Heuristic Prediction Based on Ludeme Descriptions

2021-05-26 · Matthew Stephenson, Dennis J. N. J. Soemers, Eric Piette, Cameron Browne

This paper investigates the performance of different general-game-playing heuristics for games in the Ludii general game system. Based on these results, we train several regression learning models to predict the performance of these heuristics based on each game's description file. We also provide a condensed analysis of the games available in Ludii, and the different ludemes that define them.

📄 PDF Abstract BibTeX arXiv:2105.12846

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