Add automatic restart of failing processes in AsyncVectorEnv #1602
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Outdated suggestions cannot be applied.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 PR adds an option to automatically restart processes in
AsyncVectorEnv
if one of the processes failed, up to amax_retries
number of retries. The goal is to avoid the vectorized environment to fail if there is an issue with one environment. Failures may happen, and it would can be frustrating to have a whole run killed by some failing environment.This PR has gone through a significant rework since #1513, to account for the more recent changes added, so it would probably need a more careful review. I think it could be a nice feature to have, but since I have never faced that situation of a failing environment myself, I would be happy to have any feedback and discuss this change!