Julian McAuley

AI-Moderated Decision-Making: Capturing and Balancing Anchoring Bias in Sequential Decision Tasks

Decision-making involves biases from past experiences, which are difficult to perceive and eliminate. We investigate a specific type of anchoring bias, in which decision-makers are anchored by their own recent decisions, e.g. a college admission officer sequentially reviewing students. We propose an algorithm that i…