Update ppo2 documentation (#686)

* Update ppo2.rst * Updated contributor list in changelog.rst Co-authored-by: Antonin RAFFIN <antonin.raffin@ensta.org>
Stable-Baselines-Team · Apr 4, 2020 · 31d9c83 · 31d9c83
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diff --git a/docs/misc/changelog.rst b/docs/misc/changelog.rst
@@ -33,6 +33,7 @@ Others:
 Documentation:
 ^^^^^^^^^^^^^^
 - Fix typos (@caburu)
+- Fix typos in PPO2 (@kvenkman)
 
 
 Release 2.10.0 (2020-03-11)
@@ -688,4 +689,4 @@ Thanks to @bjmuld @iambenzo @iandanforth @r7vme @brendenpetersen @huvar @abhiskk
 @XMaster96 @kantneel @Pastafarianist @GerardMaggiolino @PatrickWalter214 @yutingsz @sc420 @Aaahh @billtubbs
 @Miffyli @dwiel @miguelrass @qxcv @jaberkow @eavelardev @ruifeng96150 @pedrohbtp @srivatsankrishnan @evilsocket
 @MarvineGothic @jdossgollin @SyllogismRXS @rusu24edward @jbulow @Antymon @seheevic @justinkterry @edbeeching
-@flodorner @KuKuXia @NeoExtended @solliet @mmcenta @richardwu @tirafesi @caburu @johannes-dornheim
+@flodorner @KuKuXia @NeoExtended @solliet @mmcenta @richardwu @tirafesi @caburu @johannes-dornheim @kvenkman
diff --git a/docs/modules/ppo2.rst b/docs/modules/ppo2.rst
@@ -8,8 +8,8 @@ PPO2
 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.
-For that, ppo uses clipping to avoid too large update.
+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.
 
 .. note::