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* Fix QMix, SAC, and MADDPA too. * Unpin gym and deprecate pendulum v0 Many tests in rllib depended on pendulum v0, however in gym 0.21, pendulum v0 was deprecated in favor of pendulum v1. This may change reward thresholds, so will have to potentially rerun all of the pendulum v1 benchmarks, or use another environment in favor. The same applies to frozen lake v0 and frozen lake v1 Lastly, all of the RLlib tests and have been moved to python 3.7 * Add gym installation based on python version. Pin python<= 3.6 to gym 0.19 due to install issues with atari roms in gym 0.20 * Reformatting * Fixing tests * Move atari-py install conditional to req.txt * migrate to new ale install method * Fix QMix, SAC, and MADDPA too. * Unpin gym and deprecate pendulum v0 Many tests in rllib depended on pendulum v0, however in gym 0.21, pendulum v0 was deprecated in favor of pendulum v1. This may change reward thresholds, so will have to potentially rerun all of the pendulum v1 benchmarks, or use another environment in favor. The same applies to frozen lake v0 and frozen lake v1 Lastly, all of the RLlib tests and have been moved to python 3.7 * Add gym installation based on python version. Pin python<= 3.6 to gym 0.19 due to install issues with atari roms in gym 0.20 Move atari-py install conditional to req.txt migrate to new ale install method Make parametric_actions_cartpole return float32 actions/obs Adding type conversions if obs/actions don't match space Add utils to make elements match gym space dtypes Co-authored-by: Jun Gong <jungong@anyscale.com> Co-authored-by: sven1977 <svenmika1977@gmail.com> |
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About
This is an internal image, the rayproject/ray or rayproject/ray-ml should be used!
This image has the system-level dependencies for Ray and the Ray Autoscaler. The ray-deps image is built on top of this. This image is built periodically or when dependencies are added. Find the Dockerfile here.
Tags
:latest- The most recent Ray release.:1.x.x- A specific release build.:nightly- The most recent nightly build.:DATE- A specific build.
Suffixes
-cuXXX- These are based off of anNVIDIA CUDAimage. They require the Nvidia Docker Runtime to be installed on the host for the container to access GPUs.-cpu- These are based off of anUbuntuimage.- Tags without a suffix refer to
-cpuimages
Other Images
-
rayproject/ray- Ray and all of its dependencies. -
rayproject/ray-ml- This image with common ML libraries to make development & deployment more smooth! -
rayproject/ray-deps- Internal image with python-level dependencies.