Methods › General › Representation Learning › Playstyle Distance
Playstyle Distance
Introduced by Chiu-Chou Lin et al. in An Unsupervised Video Game Playstyle Metric via State Discretization
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
This method proposes first discretizing observations and calculating the action distribution distance under comparable cases (intersection states).
Papers archive 2025-07-28
3 shown of 3, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Perceptual Similarity for Measuring Decision-Making Style and Policy Diversity in Games 12 Aug 2024 · 1 repository · arXiv:2408.06051
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Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess 2 Aug 2022 · 1 repository · arXiv:2208.01366
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An Unsupervised Video Game Playstyle Metric via State Discretization 3 Oct 2021 · 1 repository · arXiv:2110.00950
Tasks archive 2025-07-28
8 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Decision Making | 3 |
| Atari Games | 2 |
| Car Racing | 2 |
| Board Games | 1 |
| Diversity | 1 |
| Game of Go | 1 |
| Playing the Game of 2048 | 1 |
| Unity | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections