Create a Bot to Find Diamonds in Minecraft (opens in new tab)

(mlabonne.github.io)

54 pointsgosub3y ago8 comments

8 comments

Baritone does things like that. Mining diamonds would be "#mine diamond_ore". You can toggle "legit mining" for the bot not to use x-ray.

https://youtu.be/CZkLXWo4Fg4

Baritone does a million other things too, including automatic building of entire schematics.

Also, there is a bot built on top of Baritone that orchestrates winning the game, from map creation to slaying the dragon.

extheat3y ago

This specifically is focused around machine learning, more specifically reinforcement learning. It’s more significant as work done on the ML/RL front can be applied more broadly than just algorithms hard coded to play a specific game like Minecraft.

xyzsparetimexyz3y ago

The videos in this article that are uploaded to YouTube unfortunately have terrible quality, presumably because they were uploaded at 128x128 and then compressed further by YouTube. You should nearest neighbor upscale them to 720p and reupload them.

isoprophlex3y ago

TL;DR: they arrive at a bot that can chop wood; a user-supplied script crafts a pickaxe. No actual RL agent that finds diamonds here.

languageserver3y ago

I suppose this title is the definition of clickbait then?

isoprophlex3y ago

The topic of deploying RL agents in games itself is interesting, with pretty mature tooling for interacting with environments.

However the author switches to imitation learning instead of blank-slate RL to accomplish a fraction of what the title promises. I was disappointed.

MichaelBurge3y ago

It could be an example of clickbait, not the definition.

1 more reply

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8 comments

H8crilA3y ago

Baritone does things like that. Mining diamonds would be "#mine diamond_ore". You can toggle "legit mining" for the bot not to use x-ray.

https://youtu.be/CZkLXWo4Fg4

Baritone does a million other things too, including automatic building of entire schematics.

Also, there is a bot built on top of Baritone that orchestrates winning the game, from map creation to slaying the dragon.

extheat3y ago

xyzsparetimexyz3y ago

isoprophlex3y ago

TL;DR: they arrive at a bot that can chop wood; a user-supplied script crafts a pickaxe. No actual RL agent that finds diamonds here.

languageserver3y ago

I suppose this title is the definition of clickbait then?

isoprophlex3y ago

The topic of deploying RL agents in games itself is interesting, with pretty mature tooling for interacting with environments.

However the author switches to imitation learning instead of blank-slate RL to accomplish a fraction of what the title promises. I was disappointed.

MichaelBurge3y ago

It could be an example of clickbait, not the definition.

1 more reply

j / k navigate · click thread line to collapse