Applying Human Cognition to Assured Autonomy

HCI INTERNATIONAL 2021 - LATE BREAKING PAPERS: MULTIMODALITY, EXTENDED REALITY, AND ARTIFICIAL INTELLIGENCE(2021)

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摘要
The scaled deployment of semi- and fully autonomous systems undeniably depends on assured autonomy. This reality, however, has become far more complex than expected because it necessarily demands an integrated tripartite solution not yet achieved: consensus-based standards and compliance across industry, scientific innovation within artificial intelligence R&D of explainability, and robust end-user education. In this is paper I present my human-centered approach to the design, development, and deployment of autonomous systems and break down how human factors such as cognitive and behavioral insights into how we think, feel, act, plan, make decisions, and problem-solve are foundational to assuring autonomy.
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关键词
Assured autonomy, Artificial intelligence, Human factors, Trust, Explainability, Autonomous vehicles
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