Implement maskable version of Graph2NodePPO (sb3 framework) #468
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
Contributor
nhuet
commented
Feb 10, 2025
nhuet
commented
- an action is a node of the observation graph
- we use action masking to predict only applicable actions
nhuet
force-pushed
the
gnn2node-mask
branch
3 times, most recently
from
ece2eed to
aea1166
Compare
nhuet
force-pushed
the
gnn2node-mask
branch
2 times, most recently
from
82bfe09 to
78dc1a2
Compare
- an action is a node of the observation graph - we use action masking to predict only applicable actions - we add an example with variable number of nodes (as it may be relevant for action masks shapes handling) - we add some docstrings to new algos and previous ones (GraphPPO, Graph2NodePPO, MaskableGraphPPO) and theirs policies.
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Outdated suggestions cannot be applied.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.