Generation of Games for Opponent Model Differentiation — mentioned by michalsustr

Tue, 28 Oct 2025 10:14:32 GMT

The tournament measures the cumulative winnings. However, those can be far from the statistical expectation due to the variance of card distribution in poker. To establish a real winner, you need to play many games: > As seen in the Claudico match (20), even 80,000 games may not be enough to statistically significantly separate players whose skill differs by a considerable margin [1] It is possible to reduce the number of required games thanks to variance reduction techniques [1], but I don't think this is what the website does. To answer the question - "which 'quality' of the LLMs this…

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Generation of Games for Opponent Model Differentiation · HackerPapers discussions

Generation of Games for Opponent Model Differentiation — mentioned by michalsustr