Human Decision Maker
Human decision-making, particularly in collaboration with AI, is a burgeoning research area aiming to understand and optimize human-AI interaction for improved decision outcomes. Current research focuses on developing AI systems that provide explainable and trustworthy advice, addressing issues of fairness and uncertainty in both human and algorithmic decisions, and exploring methods for personalized support tailored to individual decision-maker needs. This work has significant implications for diverse fields, including healthcare, resource management, and criminal justice, by improving the effectiveness and fairness of AI-assisted decision-making processes.
Papers
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November 15, 2021