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coach/docker/README.md
Scott Leishman f173e69187 introduce dockerfiles. (#169)
* introduce dockerfiles.

* ensure golden tests are run not just collected.

* Skip CI download of dockerfiles.

* add StarCraft environment and tests.

* add minimaps starcraft validation parameters.

* Add functional test running (from Ayoob)

* pin mujoco_py version to a 1.5 compatible release.

* fix config syntax issue.

* pin remaining mujoco_py install calls.

* Relax pin of gym version in gym Dockerfile.

* update makefile based on functional test filtering.
2019-04-03 19:33:17 +03:00

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Container Images

In this directory we've put together several different Dockerfile's that can be used to build containers that have coach and other environments/dependencies installed. How to build these and what each contains is defined below:

default Dockerfile

  • make build to create the image
  • will create a basic Coach installation along with Gym (atari), Mujoco, and Vizdoom environments.
  • useful for running unit/integration tests make unit_tests to run these in the container
  • make shell will launch this container locally, and provide a bash shell prompt.
  • includes GPU support (derives from Dockerfile.base which is a CUDA ubuntu 16.04 derived image)

Dockerfile.mujoco_environment

  • docker build --build-arg MUJOCO_KEY=${MUJOCO_KEY} -f docker/Dockerfile.mujoco_environment . from the parent dir to create the image
  • contains mujoco environment and Coach.
  • you need to supply your own license key (base64 encrypted) as an environment variable MUJOCO_KEY to ensure you get the complete Mujoco environment

Dockerfile.gym_environment

  • docker build -f docker/Dockerfile.gym_environment . from the parent dir to create the image
  • contains OpenAI Gym environment (and all extras) and Coach.

Dockerfile.doom_environment

  • docker build -f docker/Dockerfile.doom_environment . from the parent dir to create the image
  • contains vizdoom environment and Coach.

Dockerfile.starcraft_environment

  • docker build -f docker/Dockerfile.starcraft_environment . from the parent dir to create the image
  • contains StarcraftII environment and Coach.

Dockerfile.carla_environment

  • docker build -f docker/Dockerfile.carla_environment . from the parent dir to create the image
  • contains CARLA driving simulator environment and Coach.