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#43 への対処として
policy.write(action, t)
に渡されたアクションを候補点のリストから削除するコードを追加しました。Issue内でご指摘されている
の点に関しては、ベイズ最適化の際にはすべての候補点に対する獲得関数の評価に線形時間をかけているため、この程度は無視してよいのではないかと思います。
お手数ですがレビューとマージのご検討をお願いいたします。