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Structured PREreview of SMAUG: A Sliding Multidimensional Task Window-Based MARL Framework for Adaptive Real-Time Subtask Recognition

Published
DOI
10.5281/zenodo.17283584
License
CC BY 4.0
Does the introduction explain the objective of the research presented in the preprint?
Yes
Are the methods well-suited for this research?
Somewhat appropriate
Are the conclusions supported by the data?
Somewhat supported
Are the data presentations, including visualizations, well-suited to represent the data?
Somewhat appropriate and clear
How clearly do the authors discuss, explain, and interpret their findings and potential next steps for the research?
Neither clearly nor unclearly
Is the preprint likely to advance academic knowledge?
Moderately likely
Would it benefit from language editing?
Yes
Would you recommend this preprint to others?
Yes, but it needs to be improved
Is it ready for attention from an editor, publisher or broader audience?
Yes, after minor changes

Competing interests

The author declares that they have no competing interests.

Use of Artificial Intelligence (AI)

The author declares that they did not use generative AI to come up with new ideas for their review.