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The evaluation strategy separates training and test games to gauge generalization. The training set for both CFR and PSRO trials includes 3-player Kuhn Poker, 2-player Leduc Poker, 4-card Goofspiel, and 5-sided Liars Dice. The test set in the main paper comprises 4-player Kuhn Poker, 3-player Leduc Poker, 5-card Goofspiel, and 6-sided Liars Dice—larger, more complex versions not encountered during evolution. A full analysis across 11 games is in the appendix. Algorithms are finalized after training before test assessment.

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