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Computer program that learns to play classic NES games

suckerpinch
9 人推荐 · 跨 10 个月 · 2015–2025
机器学习与深度学习游戏历史与怀旧复古游戏棋类、桌游与解谜
Computer program that learns to play classic NES games

中文导读

Tom7 详细讲解并演示了一款能自主玩通 NES 游戏的代码:算法通过分析内存中的得分数据模式,不断摸索能让分数飙升的按键输入。该视频也是他 SIGBOVIK 搞笑学术论文的配套演示。

为什么 HN 推它

HN 极度推崇的硬核黑客狂欢之作,兼具幽默感与天才创意,每当有人讨论游戏 AI 或 fuzzing 模糊测试时必被提起的经典。

「一定要从头看到尾,实在太有意思了。」HN 网友原话:Watch the whole thing, it's delightful.
英文原摘要(HackerTube / Claude 整理)

Tom7 explains and demos software that learns to play NES games by finding score patterns in memory and then searching for inputs that raise it. It is the video companion to his SIGBOVIK paper.

Loved on HN as a hilarious, brilliant example of hacker-academic work and cited whenever game-playing AI or fuzzing comes up.

HN 上的提及

rec recondite · 2015-03 · HN 原文
Pretty entertaining stuff.
reference Karunamon · 2015-11 · HN 原文
rec fixermark · 2016-04 · HN 原文
Tom 7's work on machine learning and NES emulation is very impressive.
rec tomjakubowski · 2016-05 · HN 原文
tom7's video [1] and paper [2] on Playfun are both fascinating.
rec d33 · 2016-06 · HN 原文
I definitely recommend this series of three youtube videos

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