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coach/docs_raw/source/components/environments/index.rst
Itai Caspi 6d40ad1650 update of api docstrings across coach and tutorials [WIP] (#91)
* updating the documentation website
* adding the built docs
* update of api docstrings across coach and tutorials 0-2
* added some missing api documentation
* New Sphinx based documentation
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DeepMind Control Suite

A set of reinforcement learning environments powered by the MuJoCo physics engine.

Website: DeepMind Control Suite

Blizzard Starcraft II

A popular strategy game which was wrapped with a python interface by DeepMind.

Website: Blizzard Starcraft II

ViZDoom

A Doom-based AI research platform for reinforcement learning from raw visual information.

Website: ViZDoom

CARLA

An open-source simulator for autonomous driving research.

Website: CARLA

OpenAI Gym

A library which consists of a set of environments, from games to robotics. Additionally, it can be extended using the API defined by the authors.

Website: OpenAI Gym

In Coach, we support all the native environments in Gym, along with several extensions such as:

  • Roboschool - a set of environments powered by the PyBullet engine, that offer a free alternative to MuJoCo.

  • Gym Extensions - a set of environments that extends Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement learning, etc.)

  • PyBullet - a physics engine that includes a set of robotics environments.