Recently, Artificial Intelligence (AI) technology use has been rising in sports. For example, to reduce staff during the COVID-19 pandemic, major tennis tournaments replaced human line judges with Hawk-Eye Live technology. AI is now ready to move beyond such mundane tasks, however. A case in point and a perfect application ground is chess. To reduce the growing incidence of draws, many elite tournaments have resorted to fast chess tiebreakers. However, these tiebreakers are vulnerable to strategic manipulation, e.g., in the last game of the 2018 World Chess Championship, Magnus Carlsen -- in a significantly advantageous position -- offered a draw to Fabiano Caruana (whom accepted the offer) to proceed to fast chess tiebreaks in which Carlsen had even better odds of winning the championship. By contrast, we prove that our AI-based method can serve as a judge to break ties without being vulnerable to such manipulation. It relies on measuring the difference between the evaluations of a player's actual move and the best move as deemed by a powerful chess engine. If there is a tie, the player with the higher quality measure wins the tiebreak. We generalize our method to all competitive sports and games in which AI's superiority is -- or can be -- established.
翻译:最近,人工智能(AI)技术在体育运动中的应用一直在增加,例如,为了减少COVID-19大流行期间的工作人员,大型网球锦标赛用Hawk-Eye Live技术取代了人类线评委。现在AI准备超越这种平凡的任务。不过,一个典型的例子和一个完美的应用场就是象棋。为了减少提拔率的增加,许多精英锦标赛诉诸了快速的象棋断线者。然而,这些断线者很容易受到战略操纵,例如在2018年世界象棋锦标赛的最后一场比赛中,马格努斯·卡尔森(Magnus Carlsen) -- -- 一个非常有利的职位 -- 向法比亚诺·卡鲁阿纳(接受其提议者)提供一张图纸,以快速的象棋断线进行,而卡尔森在赢得锦标赛的几率甚至更高。相比之下,我们证明我们的以AI为基础的方法可以起到打破关系的作用,而不会受到这种操纵。它取决于对一个球员的实际动作和被一个强大的象棋手认为的最佳动作之间的区别。如果有一条领带,那么,那么,那么高品质的球的玩家就能够赢得。