标题： 无需人类监督学习玩7 wonders duel 显示英文标题

标题： Learning to Play 7 Wonders Duel Without Human Supervision

摘要： 本文介绍了ZeusAI，一种用于玩棋盘游戏7 Wonders Duel的人工智能系统。 受AlphaZero强化学习算法的启发，ZeusAI结合蒙特卡洛树搜索和Transformer神经网络来学习游戏，而无需人类监督。 ZeusAI达到顶级人类玩家的水平，开发了已知和新颖的策略，并使我们能够测试规则变体以改善游戏的平衡性。 这项工作展示了人工智能如何帮助理解和增强棋盘游戏。 显示英文摘要

摘要： This paper introduces ZeusAI, an artificial intelligence system developed to play the board game 7 Wonders Duel. Inspired by the AlphaZero reinforcement learning algorithm, ZeusAI relies on a combination of Monte Carlo Tree Search and a Transformer Neural Network to learn the game without human supervision. ZeusAI competes at the level of top human players, develops both known and novel strategies, and allows us to test rule variants to improve the game's balance. This work demonstrates how AI can help in understanding and enhancing board games.