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Fixed typo in PPO doc (#983)

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* Fixed typo

Fixed typo

* Update changelog

Co-authored-by: Antonin Raffin <antonin.raffin@ensta.org>
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Francesco Lucianò 2022-07-30 12:52:35 +02:00 committed by GitHub
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commit 646d6d38b6
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2 changed files with 5 additions and 4 deletions
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7
docs/misc/changelog.rst
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@ -28,8 +28,9 @@ Others:
Documentation:
^^^^^^^^^^^^^^
- Fix typo in docstring "nature" -> "Nature" (@Melanol)
- Add info on split tensorboard logs into (@Melanol)
- Fixed typo in docstring "nature" -> "Nature" (@Melanol)
- Added info on split tensorboard logs into (@Melanol)
- Fixed typo in ppo doc (@francescoluciano)
Release 1.6.0 (2022-07-11)
@ -1014,4 +1015,4 @@ And all the contributors:
@eleurent @ac-93 @cove9988 @theDebugger811 @hsuehch @Demetrio92 @thomasgubler @IperGiove @ScheiklP
@simoninithomas @armandpl @manuel-delverme @Gautam-J @gianlucadecola @buoyancy99 @caburu @xy9485
@Gregwar @ycheng517 @quantitative-technologies @bcollazo @git-thor @TibiGG @cool-RR @MWeltevrede
@Melanol @qgallouedec
@Melanol @qgallouedec @francescoluciano

2
docs/modules/ppo.rst
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@ -8,7 +8,7 @@ PPO
The `Proximal Policy Optimization <https://arxiv.org/abs/1707.06347>`_ algorithm combines ideas from A2C (having multiple workers)
and TRPO (it uses a trust region to improve the actor).
The main idea is that after an update, the new policy should be not too far form the old policy.
The main idea is that after an update, the new policy should be not too far from the old policy.
For that, ppo uses clipping to avoid too large update.