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Environment Seed First-Observation Library

This dataset contains first-observation images for over 17,000 MineRL 1.0 environment seeds. It is intended to help researchers choose reproducible Minecraft environments for MultiSTEVE-1s and STEVE-1 rollout experiments.

Contents

  • batch_000/, batch_001/, ...: JPEG first observations named by environment seed.
  • flat-ground-for-T-maze/: seeds with clear nearby flat ground.
  • villages/: seeds with visible nearby villages.
  • nearly-random/: a broad sample used for visual inspection.

Paper-relevant seeds include T-maze seeds 49 and 481. Nearby-village examples include 8, 449, 569, 686, 714, 1098, 6029, 6058, 6784, and 16894.

Usage

Use these images to select environment seeds, then pass the selected seed to the MineRL rollout scripts in the supplementary code release. The paper seed lists are also documented in:

configs/seed_lists.json
docs/seed_library.md

Limitations

Images show only the initial observation, not the full generated world or later agent viewpoint. The visual appearance depends on the MineRL/Minecraft version used to generate the environment.

Licence And Terms

These images are generated from MineRL/Minecraft environments and are Minecraft-derived screenshots. This repository uses license: other under the MultiSTEVE-1 research artefact terms included in the repository LICENSE file.

This repository does not grant rights to MineRL or Minecraft assets beyond their own licences and terms. It is not an official Minecraft product and is not approved by or associated with Mojang or Microsoft.

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