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

Uprety, Sagar and Song, Dawei (2018). Reconciling Irrational Human Behavior with AI based Decision Making: A Quantum Probabilistic Approach. In: 1st Workshop on AI and Computational Psychology(CompPsy), 14 Jul 2018, Stockholm, Sweden.

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.

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