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update of api docstrings across coach and tutorials [WIP] (#91)

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* updating the documentation website
* adding the built docs
* update of api docstrings across coach and tutorials 0-2
* added some missing api documentation
* New Sphinx based documentation
This commit is contained in:
Itai Caspi
2018-11-15 15:00:13 +02:00
committed by Gal Novik
parent 524f8436a2
commit 6d40ad1650
517 changed files with 71034 additions and 12834 deletions
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11
rl_coach/exploration_policies/continuous_entropy.py
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@@ -24,4 +24,15 @@ class ContinuousEntropyParameters(AdditiveNoiseParameters):
class ContinuousEntropy(AdditiveNoise):
"""
Continuous entropy is an exploration policy that is actually implemented as part of the network.
The exploration policy class is only a placeholder for choosing this policy. The exploration policy is
implemented by adding a regularization factor to the network loss, which regularizes the entropy of the action.
This exploration policy is only intended for continuous action spaces, and assumes that the entire calculation
is implemented as part of the head.
.. warning::
This exploration policy expects the agent or the network to implement the exploration functionality.
There are only a few heads that actually are relevant and implement the entropy regularization factor.
"""
pass