Modeling & Control of Human Actuated Systems
Sign Up to like & getrecommendations! Published in 2019 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2019.01.016
Abstract: Abstract This paper investigates a Cyber-Physical & Human System (CPHS) comprised of a deterministic dynamical system plant model and a human actuator model. Namely, human decisions are stochastic inputs to the plant model. We examine… read more here.
Keywords: system; human decisions; control; human decision ... See more keywords
Human Decision-Making beyond the Rational Decision Theory
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DOI: 10.1016/j.tics.2019.11.001
Abstract: Two recent studies (Farashahi et al. and Rouault et al.) provide compelling evidence refuting the Subjective Expected Utility (SEU) hypothesis as a ground model describing human decision-making. Together, these studies pave the way towards a new model… read more here.
Keywords: decision; making beyond; rational decision; beyond rational ... See more keywords
Prefrontal mechanisms combining rewards and beliefs in human decision-making
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DOI: 10.1038/s41467-018-08121-w
Abstract: In uncertain and changing environments, optimal decision-making requires integrating reward expectations with probabilistic beliefs about reward contingencies. Little is known, however, about how the prefrontal cortex (PFC), which subserves decision-making, combines these quantities. Here, using… read more here.
Keywords: decision; beliefs reward; human decision; reward expectations ... See more keywords
Superhuman Artificial Intelligence Can Improve Human Decision Making by Increasing Novelty
Sign Up to like & getrecommendations! Published in 2023 at "Proceedings of the National Academy of Sciences of the United States of America"
DOI: 10.1073/pnas.2214840120
Abstract: How will superhuman artificial intelligence (AI) affect human decision-making? And what will be the mechanisms behind this effect? We address these questions in a domain where AI already exceeds human performance, analyzing more than 5.8… read more here.
Keywords: superhuman artificial; artificial intelligence; decision making; decision ... See more keywords
Dissociating Value-Based Neurocomputation from Subsequent Selection-Related Activations in Human Decision-Making.
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DOI: 10.1093/cercor/bhab471
Abstract: Human decision-making requires the brain to fulfill neural computation of benefit and risk and therewith a selection between options. It remains unclear how value-based neural computation and subsequent brain activity evolve to achieve a final… read more here.
Keywords: value based; stage; decision making; decision ... See more keywords
Collaborative Human Decision Making With Heterogeneous Agents
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computational Social Systems"
DOI: 10.1109/tcss.2021.3098975
Abstract: While there has been extensive work on modeling of human decision-making both for individuals and groups from a cognitive psychology point of view, research on this topic from a signal processing and information fusion perspective… read more here.
Keywords: heterogeneity; decision making; decision; collaborative human ... See more keywords
Artificial Intelligence Can’t Be Charmed: The Effects of Impartiality on Laypeople’s Algorithmic Preferences
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2022.898027
Abstract: Over the coming years, AI could increasingly replace humans for making complex decisions because of the promise it holds for standardizing and debiasing decision-making procedures. Despite intense debates regarding algorithmic fairness, little research has examined… read more here.
Keywords: intelligence charmed; impartiality; decision makers; artificial intelligence ... See more keywords
Editorial: Human decision-making in combat situations involving traditional and immersive visual technologies
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2023.1166115
Abstract: COPYRIGHT © 2023 Dutt and Chandra. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the… read more here.
Keywords: combat situations; editorial human; making combat; decision making ... See more keywords
Substituting Human Decision-Making with Machine Learning: Implications for Organizational Learning
Sign Up to like & getrecommendations! Published in 2020 at "Academy of Management Review"
DOI: 10.5465/amr.2019.0470
Abstract: The richness of organizational learning relies on the ability of humans to develop diverse patterns of action by actively engaging with their environments and applying substantive rationality. The ... read more here.
Keywords: machine learning; substituting human; human decision; organizational learning ... See more keywords