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[rllib] Use smoothed version of collect metrics for DQN#3491

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ericl merged 2 commits into
ray-project:masterfrom
ericl:collect-metrics-bug
Dec 8, 2018
Merged

[rllib] Use smoothed version of collect metrics for DQN#3491
ericl merged 2 commits into
ray-project:masterfrom
ericl:collect-metrics-bug

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@ericl

@ericl ericl commented Dec 7, 2018

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What do these changes do?

The prior version does not pull from the history buffer, resulting in NaNs sometimes if no episodes finished in the training step.

Related issue number

Closes #3030

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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/9833/
Test PASSed.

@richardliaw richardliaw left a comment

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i think evaluation.collect_metrics is no longer used so there might be lint errors.

@ericl ericl merged commit 462e6ef into ray-project:master Dec 8, 2018
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