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minecraft

Minecraft reinforcement learning

A basic example of downloading and displaying dataset of human demonstrations

DownloadAndShowData.py

The exact same code but done manually, without help of minerl data loader

ShowDataManually.py

An example of starting up minerl environment and running a dummy agent that walks forward

MainLoop.py

An example of starting up minerl environment using XML with custom environment setup

LavaMission.py

Implementation of contrastive learning based on SimCLR + ResNet50. Its goal is to provide higher-level representation of game world state from video input.

SimCLR.py