Work

Reconciling Irrational Human Behavior with AI based Decision Making: A Quantum Probabilistic Approach

Year: 2018

Type: conference-paper

Abstract: There are many examples of human decision making which cannot be modeled by classical probabilistic and logic models, on which the current AI systems are based. Hence the need for a modeling framework which can enable intelligent systems to detect and predict cognitive biases in human decisions to facilitate better human-agent interaction. We give a few examples of irrational behavior and use a generalized probabilistic model inspired by the mathematical framework of Quantum Theory to model and explain such behavior.

Source: Open Research Online (The Open University)

DOI: 10.48550/arxiv.1808.04600

Authors: Uprety, Sagar, Song, Dawei

Language: English

Topic: Decision-Making and Behavioral Economics

Subfield: General Decision Sciences

Field: Decision Sciences

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W2885546058

FWCI: 1.785

Cites: 10

Cited by: 1

Related to: 10