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SAC for Mujoco Environments #6642

Merged
merged 11 commits into from Dec 31, 2019
Merged

SAC for Mujoco Environments #6642

merged 11 commits into from Dec 31, 2019

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michaelzhiluo
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The results on HalfCheetah-v3 does just as good, if not better, than the original paper. The hyper-parameters are identical with that of the softlearning codebase.

These are the runs below. The red is softhorizon=False and blue is softhorizon=True.
image (1)

In addition, there was a bug with action space, which is fixed in this PR.

@AmplabJenkins
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Can one of the admins verify this patch?

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Test PASSed.
Refer to this link for build results (access rights to CI server needed):
https://amplab.cs.berkeley.edu/jenkins//job/Ray-PRB/20198/
Test PASSed.

@AmplabJenkins
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Test PASSed.
Refer to this link for build results (access rights to CI server needed):
https://amplab.cs.berkeley.edu/jenkins//job/Ray-PRB/20197/
Test PASSed.

@AmplabJenkins
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Test PASSed.
Refer to this link for build results (access rights to CI server needed):
https://amplab.cs.berkeley.edu/jenkins//job/Ray-PRB/20200/
Test PASSed.

@ericl ericl merged commit 1cb3354 into ray-project:master Dec 31, 2019
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3 participants