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minerllabs avatar

minerllabs/minerl

0
View on GitHub↗
960 stars·173 forks·Java·13 viewsminerl.io/docs↗

Minerl

Python package providing easy to use Gym environments and data access for training agents in Minecraft.

Features

  • Reinforcement Learning Environments - Environment for sample-efficient learning in complex 3D worlds.
  • World Models - Environment for learning from human demonstrations in complex 3D worlds.

Star history

Star history chart for minerllabs/minerlStar history chart for minerllabs/minerl

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Open-source alternatives to Minerl

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  • maximecb/gym-minigridmaximecb avatar

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Frequently asked questions

What does minerllabs/minerl do?

Python package providing easy to use Gym environments and data access for training agents in Minecraft.

What are the main features of minerllabs/minerl?

The main features of minerllabs/minerl are: Reinforcement Learning Environments, World Models.

What are some open-source alternatives to minerllabs/minerl?

Open-source alternatives to minerllabs/minerl include: farama-foundation/metaworld — Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning. openai/gym — Gym is a reinforcement learning environment toolkit and agent simulation framework. It provides a standardized API and… aravindr93/mjrl — This package contains implementations of various RL algorithms for continuous control tasks simulated with MuJoCo. danijar/crafter — Status: Stable release. maximecb/gym-minigrid — Simple and easily configurable grid world environments for reinforcement learning. openai/mujoco-py — MuJoCo is a physics engine which can do very detailed efficient simulations with contacts. This library lets you use…