Farama-Foundation / Farama-Foundation/Arcade-Learning-Environment
Do the V5 environments perform frame pooling?
- Dominant language
- C++
- Stars
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- Forks
- 477
- Avg merge
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- Merged PRs (30d)
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Description
The README says the V5 environments follow Machado et al. 2018, who use max-pooling over the last two frames. I couldn't find any code or config option of this in the repository, so I'm wondering do the V5 environments automatically perform frame pooling?
Contributor guide
Research direction
Start with the README's description of the V5 environments and trace the V5 environment implementation for any frame-processing or pooling logic and configuration. Compare the observed behavior with Machado et al. 2018; done means documenting whether pooling is automatic and, if it is absent, identifying the required change.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100