MineRL
stable

Tutorials and Guides

  • Installation
  • Hello World: Your First Agent
    • Creating an environment
    • Taking actions
    • No-op actions and a better policy
  • Downloading and Sampling The Dataset
    • Introduction
    • Setting up environment variables
    • Downloading the MineRL Dataset with minerl.data.download
    • Sampling the Dataset with buffered_batch_iter
    • Moderate Human Demonstrations
  • K-means exploration
  • Visualizing The Data minerl.viewer
  • Interactive Mode minerl.interactor

MineRL Environments

  • General Information
  • Environment Handlers
    • Environment Handlers
    • Spaces
      • Enum Spaces
    • Observations
      • Visual Observations - pov, third-person
      • Equip Observations - equipped_items
    • Actions
      • Camera Control - camera
      • Tool Control - equip and use
  • Basic Environments
    • MineRLTreechop-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLNavigate-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLNavigateDense-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLNavigateExtreme-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLNavigateExtremeDense-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLObtainDiamond-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLObtainDiamondDense-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLObtainIronPickaxe-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLObtainIronPickaxeDense-v0
      • Observation Space
      • Action Space
      • Usage
  • MineRL Diamond Competition Environments
    • MineRLTreechopVectorObf-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLNavigateVectorObf-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLNavigateDenseVectorObf-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLNavigateExtremeVectorObf-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLNavigateExtremeDenseVectorObf-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLObtainDiamondVectorObf-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLObtainDiamondDenseVectorObf-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLObtainIronPickaxeVectorObf-v0
      • Observation Space
      • Action Space
      • Usage
    • MineRLObtainIronPickaxeDenseVectorObf-v0
      • Observation Space
      • Action Space
      • Usage
  • MineRL BASALT Competition Environments
    • MineRLBasaltFindCave-v0
      • Observation Space
      • Action Space
      • Starting Inventory
      • Usage
    • MineRLBasaltMakeWaterfall-v0
      • Observation Space
      • Action Space
      • Starting Inventory
      • Usage
    • MineRLBasaltCreateVillageAnimalPen-v0
      • Observation Space
      • Action Space
      • Starting Inventory
      • Usage
    • MineRLBasaltBuildVillageHouse-v0
      • Observation Space
      • Action Space
      • Starting Inventory
      • Usage

Notes

  • Performance tips
    • Slowdown in obfuscated environments
  • Links to papers and projects
    • Presentations
    • MineRL papers
    • 2019 competitor code/papers
    • 2020 competitor code/papers
    • Other papers that use the MineRL environment
    • Other
  • Windows FAQ
    • The The system cannot find the path specified error (installing)
    • The freeze_support error (multiprocessing)

MineRL package API Reference

  • minerl.env
    • MineRLEnv
    • InstanceManager
  • minerl.data
    • MineRLv0
MineRL
  • »
  • Search

© Copyright 2020, William H. Guss, Brandon Houghton. Revision 34089efa.

Built with Sphinx using a theme provided by Read the Docs.
Read the Docs v: stable
Versions
latest
stable
Downloads
pdf
html
epub
On Read the Docs
Project Home
Builds