General Game Heuristic Prediction Based on Ludeme Descriptions

Stephenson, Matthew;Soemers, Dennis;Piette, Eric;Browne, Cameron
(2021) 2021 IEEE Conference on Games (CoG) — Location: Copenhagen, Denmark (17.August.2021)

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Authors
  • Stephenson, Matthew
    Author
  • Soemers, Dennis
    Author
  • Piette, EricUCLouvain
    Author
  • Browne, Cameron
    Author
Abstract
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
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Citations

Stephenson, M., Soemers, D., Piette, E., & Browne, C. (2021). General Game Heuristic Prediction Based on Ludeme Descriptions. 2021 IEEE Conference on Games (CoG). Published. 2021 IEEE Conference on Games (CoG), Copenhagen, Denmark. https://doi.org/10.1109/cog52621.2021.9619052