AI Plays Minecraft Forever (and dies)
Chapters
and the universe said I love you.
What is the goal of minecraft? Minecraft has no explicit goals, no last level, and no score to maximize. It is open ended. Open endedness is a feature of human intelligence that lets us explore, invent, and play forever. It is very difficult to get machine intelligences to do the same. Here is my attempt to get mindcraft bots to behave this way by using LLMs to make decisions endlessly and follow open ended goals, as well as more concrete, finite goals. Watch andy wander around aimlessly and craft shears twice. Labyrinthine is my second favorite MC song after aria math.
Shaders: BSL + Sodium Mod
~My Stuff~
Mindcraft code: https://github.com/kolbytn/mindcraft
My patreon: https://www.patreon.com/emergentgarden
Discord: https://discord.gg/mp73p35dzC
My twitter: https://twitter.com/max_romana
Kolby's twitter (project owner): https://twitter.com/kolbytn
Mindcraft Explained: https://sites.uci.edu/kolbynottingham/2024/10/30/mindcraft/
~References~
Upgraded survival build: https://www.youtube.com/watch?v=dd0GmPyWKV4
Skyblock: https://www.youtube.com/watch?v=9Y7IX6oeIfM&list=PL3yBsEU7E1Sp7AZMmXcXjUFl0pFO8yQ6s
Minecraft in Minecraft: https://www.youtube.com/watch?v=-BP7DhHTU-I
Open Endedness is essential for superhuman intelligence: https://arxiv.org/abs/2406.04268
AI hacks reward: https://openai.com/index/faulty-reward-functions/
POET: https://arxiv.org/abs/1901.01753
OMNI-EPIC: https://arxiv.org/abs/2405.15568
Lenia: https://www.youtube.com/watch?v=HT49wpyux-k
Karl Sims virtual creatures: https://www.youtube.com/watch?v=JBgG_VSP7f8
"I am jack black" - steve
Timestamps
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