Findings show that metacognitive experiences may boost system performance and explainability, e.g., via self-repair, and that future research should focus on standardisation and evaluation, and on transferring promising principles to emergent systems.
Robin Nolte, M. Pomarlan, Ayden Janssen et al.· Artificial Intelligence Revi...· 3 citations
The Data Hospital is presented, a human-in-the-loop control and interaction model for research data quality that makes assessability, uncertainty, intervention authority, provenance, and process reproducibility visible.
Lennard Scheurer, R. Porzel, V. C. Beber et al.· 0 citations
Metacognition has gained significant attention for its potential to enhance autonomy and adaptability of artificial agents but remains a fragmented field: diverse theories, terminologies, and design choices have led to disjointed developments and limited comparability across systems. Existing overviews remain at a conc...
Robin Nolte, M. Pomarlan, Ayden Janssen et al.· Artificial Intelligence Revi...· 0 citations
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