AI游戏Flappy-Bird

上传者: 74773078 | 上传时间: 2025-02-24 13:57:56 | 文件大小: 49.53MB | 文件类型: ZIP
内容概要 本资源提供了一个完整的 Flappy Bird 游戏开发项目,并结合强化学习算法(Q-Learning)实现了一个自动玩 Flappy Bird 的 AI。项目包括以下内容: 游戏开发:基于 Pygame 的 Flappy Bird 游戏实现,包含小鸟、管道、背景、音效等元素。 强化学习算法:使用 Q-Learning 算法训练 AI,使其能够自动玩 Flappy Bird。 代码与资源:完整的 Python 代码、游戏图片、音效资源。 适用人群 游戏开发爱好者:对 Pygame 游戏开发感兴趣的开发者。 强化学习初学者:希望学习并实践 Q-Learning 算法的学生或开发者。 AI 爱好者:对游戏 AI 实现感兴趣的开发者。 使用场景及目标 学习 Pygame 游戏开发:通过本项目,可以学习如何使用 Pygame 开发一个简单的 2D 游戏。 实践强化学习算法:通过实现 Q-Learning 算法,理解强化学习的基本原理和应用。 训练游戏 AI:通过训练 AI,使其能够自动玩 Flappy Bird,并不断提升其表现。

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