Modeling, Replicating, and Predicting Human Behavior: A Survey

• Published in: ACM transactions on autonomous and adaptive systems Vol. 18; no. 2; pp. 1 - 47
• Main Authors: Fuchs, Andrew, Passarella, Andrea, Conti, Marco
• Format: Journal Article
• Language: English
• Published: New York, NY, USA ACM 29.05.2023
• Subjects: Artificial intelligence; Computing methodologies; General and reference; Human-centered computing; Knowledge representation and reasoning; Learning paradigms; Machine learning; Machine learning approaches; Probabilistic reasoning; Reasoning about belief and knowledge; Surveys and overviews; Temporal reasoning; Theory of mind; cognition; human behavior; bias; Human-AI Interaction; human-centric AI; Artificial intelligence; Machine Learning

Given the popular presupposition of human reasoning as the standard for learning and decision making, there have been significant efforts and a growing trend in research to replicate these innate human abilities in artificial systems. As such, topics including Game Theory, Theory of Mind, and Machin...