Acer #231
Open
Acer #231
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Add memory and check forward. Compile successful
Make episodic memory efficient
|
@matthiasplappert Current implementation supports single agent learning for ACER. Do you think we should add synchronous agent learning approach as implemented by OpenAI gym? @RaphaelMeudec Let me know if your views as well. |
Note don't share parameters in network
Do not share network parameters
|
I guess we need more reviewers. I can volunteer to review and test. |
|
@AloshkaD the current implementation supports simple toy examples. It will really be helpful if you volunteer to review this PR. You could also work to add support for Atari games in ACER. Let me know if you need any explanation in the code. Thanks |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This is implementation of ACER algorithm using keras-rl.
Paper : https://arxiv.org/pdf/1611.01224.pdf