A transformer encoder trained with supervised contrastive learning on Stockfish win probabilities, combined with an advantage-axis cosine score and 6-ply beam search, reaches an estimated Elo of 2593.
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Learning to Plan via Supervised Contrastive Learning and Strategic Interpolation: A Chess Case Study
A transformer encoder trained with supervised contrastive learning on Stockfish win probabilities, combined with an advantage-axis cosine score and 6-ply beam search, reaches an estimated Elo of 2593.