arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2109.08149cs.AI
收藏

卡尔波夫的王后献祭与AI

Karpov's Queen Sacrifices and AI

ChessEd;Booth School of Business(布斯商学院);University of Chicago(芝加哥大学)

Shiva Maharaj, Nick Polson

摘要:

分析了阿纳托利·卡尔波夫的王后献祭。Stockfish 14 NNUE --一个人工智能国际象棋引擎--评估卡尔波夫的牺牲有多有效。为了比较的目的,我们提供了一个数据集上卡尔波夫的车和骑士牺牲,以测试卡尔波夫是否达到类似的准确性水平。我们的研究对人类与人工智能的互动以及人类如何更好地理解黑盒人工智能算法所采用的策略具有重要意义。最后,我们得出结论与人类研究的影响。用计算机引擎下象棋

英文摘要:

Anatoly Karpov's Queen sacrifices are analyzed. Stockfish 14 NNUE -- an AI chess engine -- evaluates how efficient Karpov's sacrifices are. For comparative purposes, we provide a dataset on Karpov's Rook and Knight sacrifices to test whether Karpov achieves a similar level of accuracy. Our study has implications for human-AI interaction and how humans can better understand the strategies employed by black-box AI algorithms. Finally, we conclude with implications for human study in. chess with computer engines.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑