facebookresearch / facebookresearch/Pearl
Will n-D observation states be supported?
Open
enhancement
- Dominant language
- Jupyter Notebook
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Description
From the util function (and testing with `ALE/Bowling-v5`), it appears that only 1-D (vector) observation shapes are supported. Allowing for n-D shapes can be interesting as it can open up experiments things like text-embeddings, while maintaining the given structure.
Is there a plan to add this in?
Contributor guide
Research direction
Start by locating the util function referenced in the report and reproduce the observation-shape behavior with ALE/Bowling-v5. Determine how n-D observation states should preserve their given structure, then confirm that the intended text-embedding experiments are supported.
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Assessment
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100