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dmc2gym's Introduction

OpenAI Gym wrapper for the DeepMind Control Suite (Updated)

A lightweight wrapper around the DeepMind Control Suite that provides the standard OpenAI Gym interface. This updated version is compatible with gym>0.23.0 and has been modified to address incompatibility issues with newer gym versions. The wrapper allows you to:

  • Ensure deterministic behavior with reliable random seed initialization.
  • Convert proprioceptive observations into image-based observations by setting from_pixels=True. Additionally, you can choose the image dimensions by setting height and width.
  • Normalize the action space to bound each action's coordinate within the [-1, 1] range.
  • Perform action repeat by setting the frame_skip argument.

Installation

pip install git+git://github.com/ItsBean/dmc2gym.git

Usage

import dmc2gym

env = dmc2gym.make(domain_name='point_mass', task_name='easy', seed=1)

done = False
obs = env.reset()
while not done:
  action = env.action_space.sample()
  obs, reward, done, info = env.step(action)

This updated introduction reflects the changes to the repository, including compatibility with the new gym version and the new GitHub repository owner.

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