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Computer program that learns to play classic NES games

suckerpinch9 HN recommenders · recommended in 10 months, 2015–2025
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demo · general · evergreen · 2015–2025 on HN

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.

12 comments from Hacker News

@fartcannon2021-02 · in “Medical chatbot using OpenAI’s GPT-3 told a fake patient to kill themselves”

There was an AI created the absolutely brilliant Tom7 on on his YouTube channel 'SuckerPinch' on April 1, 2013 that paused a game of Tetris instead of losing. In my opinion, Tom doesn't get enough credit for his work. He released his AI a full 8+ months before DeepMind released their Atari playing AI. Watch the whole thing, it's delightful. The AI pauses Tetris right before it loses at around 16mins into the video. ▶ this video I also recommend his other videos. Brilliant guy. Edit: Here's the paper link

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@learc832018-02 · in “A C89 compiler that produces executables that are also valid ASCII text files [pdf]”

Thanks for pointing that out. I wouldn't have noticed who that was otherwise. His video on learnfun/playfun is both hilarious and amazing. ▶ this video

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@rdlw2025-02 · in “AI-designed chips are so weird that 'humans cannot understand them'”

Not quite what you're describing, but no one has yet linked the classic Tom7 series where he applies deep learning to classic NES games: ▶ this video

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@dan_quixote2022-10 · in “MAR1D: First-Person Mario”

tom7 is awesome. He made an awesome and hilarious video years ago about his SIGBOVIK paper/research on AI playing NES: ▶ this video

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@onli2018-06 · in “Reverse-emulating the NES”

I'm not sure many people can pull this off. The author here was also great in his presentation about automated NES playing, ▶ this video . You don't see often academics & hacker work that is also combined with the right amount of humor. He even 3Dified the original Zelda!

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