- Notifications
You must be signed in to change notification settings - Fork6.2k
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to ourterms of service andprivacy statement. We’ll occasionally send you account related emails.
Already on GitHub?Sign in to your account
[RLLib-contrib] Implementation of RED-Q (Ensemble SAC) Algorithm in PyTorch#39747
Open
aivarsoo wants to merge2 commits intoray-project:masterChoose a base branch
base:master
Could not load branches
Branch not found:{{ refName }}
Loading
Could not load tags
Nothing to show
Loading
Are you sure you want to change the base?
Some commits from the old base branch may be removed from the timeline, and old review comments may become outdated.
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
Signed-off-by: Aivar Sootla <aivar.sootla@gmail.com>
Signed-off-by: Aivar Sootla <aivar.sootla@gmail.com>
Sign up for freeto join this conversation on GitHub. Already have an account?Sign in to comment
Labels
community-contributionContributed by the community rllibRLlib related issues triageNeeds triage (eg: priority, bug/not-bug, and owning component)
3 participants
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
Why are these changes needed?
Implementation of theRED-Q algorithm (SAC with an ensemble of Q functions) in PyTorch. The implementation is based on the existing SAC implementation adding the ensemble functionality to model and policy classes.
Checks
git commit -s) in this PR.scripts/format.shto lint the changes in this PR.method in Tune, I've added it in
doc/source/tune/api/under thecorresponding
.rstfile.