Factorized Machine Self-Confidence for Decision-Making Agents

arXiv: Learning, 2019.

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Abstract:

Algorithmic assurances from advanced autonomous systems assist human users in understanding, trusting, and using such systems appropriately. Designing these systems with the capacity of assessing their own capabilities is one approach to creating an algorithmic assurance. The idea of `machine self-confidenceu0027 is introduced for autonom...More

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