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Enable multi-process training with multi-node Coach. #240

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balajismaniam
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Tested with the following presets on single-node and multi-node Coach:
CartPole_ClippedPPO
Mujoco_ClippedPPO with inverted_pendulum level

@balajismaniam balajismaniam changed the title Enabled multi-process training with multi-node Coach. Enable multi-process training with multi-node Coach. Mar 6, 2019
@balajismaniam balajismaniam force-pushed the dist-train branch 5 times, most recently from 785b8eb to 9d3541b Compare March 11, 2019 17:58
@gal-leibovich
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Sorry for taking so long to getting to review this PR.
This PR leaves out mxnet from using multi-process training with multi-node coach, since it uses distributed tensorflow (which we intend to remove support for) for implementing distributed multi-training. Since we plan to remove future support for distributed tensorflow, I am not sure that this is the way to go.

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