Quantum Cognition and Decision Notes |
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Life is complex, it has both real and
imaginary parts. (Anonymous) Research is based upon
work supported by NSF SES-1560554 and AFOSR FA9550-15-1-0343 Stanislaw Ulam, Richard Feynman, John Von Neumann |
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Content |
WHAT IS QUANTUM
COGNITION, AND HOW CAN IT
BE USED TO MODEL BEHAVIOR IN COGNITIVE SCIENCE?
Acknowledgments: This program of research was
only possible with the help of great collaborators who have made major
contributions to the theory of quantum cognition. This includes (in
alphabetical order) S.N. Balakrishnan, Jan Broekaert, Peter Bruza, Riccardo
Franco, Peter Kvam, Rob Nosofsky, Tim Pleskac, Emmanuel Pothos, Rich
Shiffrin, Jennifer Trueblood, James Yearsley, and students Pegah Fakhari,
Gunnar Epping, Adam Huang, K. Rajagopal, Rong Zheng, and Qizi Zhang. |
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Book: Busemeyer,
J. R. & Bruza, P. D. (2012) Quantum
Models of Cognition and Decision. Cambridge University Press Introductory
Chapters
and Articles: Yearsley,
J. , & Busemeyer, J. R. (2016) Quantum Cognition and Decision Theories: A
Tutorial Journal
of Mathematical Psychology, 74, 99-116. Busemeyer, J.
R., Kvam, P. D., & Pleskac, T. J. (2020) Comparison of Markov versus
quantum dynamical models of human decision
making. Wiley Interdisciplinary Reviews: Cognitive Science. Pothos,E.M.,
Busemeyer, J. R. (2022) Quantum Cognition. Annual Review of
Psychology, 73, 749-778 Articles published recently in Busemeyer Lab:
Pothos, E. M., Yearsley, J.,
Shiffrin, R. M. & Busemeyer, J. R. (2017). The rational status of
quantum cognition. Journal of Experimental Psychology, 146(7), pp. 968-987.
doi: 10.1037/xge0000312 Busemeyer, J.
R., Kvam, P. D., & Pleskac, T. J. (2019) Markov versus quantum dynamic
models of belief change during evidence monitoring. Scientific
Reports, 9, 18025 Broekaert,
J. B., Busemeyer, J. R., and Pothos, E. M. (2020) The Disjunction Effect
in two-stage simulated gambles. An experimental
study and comparison of a heuristic logistic, Markov and quantum-like model. Cognitive Psychology. 117,
Kvam, P,
Busemeyer, J. R., & Pleskac, T. (2021) Temporal oscillations in
preference strength provide evidence for an open system model of
constructed preference. Scientific Reports, 11, 8169 Rajagopal, K.,
Zhang, Q., Balakrishnan, S. N., Fakhari, P., & Busemeyer, J. R. (2021).
Quantum amplitude amplification for reinforcement learning. In K. G.
Vamvoudakis (Ed) Handbook on Reinforcement Learning and
Control. Springer Studies in Systems,
Decision and Control Busemeyer, J., Zhang, Q.,
Balakrishnan, S. N. (2020). Application of quantum—Markov open system models
to human cognition and decision. Entropy, 22(9), 990. Epping,
G. P., & Busemeyer, J. R. (2023). Using diverging predictions from
classical and quantum models to dissociate between categorization systems.
Journal of Mathematical Psychology, 112, 102738. Zheng, R.,
Busemeyer, J. R., & Nosofsky, R. M. (2023). Integrating Categorization
and Decision‐Making. Cognitive Science, 47(1), e13235. Huang,
J., Busemeyer, J., Ebelt, Z., & Pothos, E. (2024). Bridging the gap
between subjective probability and probability judgments: the Quantum
Sequential Sampler. Psychological Review Busemeyer, J. R., Asano, M., and Lu, M.
(2024). Explaining Interference Effects in Prisoner Dilemma Games. Experimental
Economics, in press For
Other Publications in Quantum Cognition, see these links Harald
Atmanspacher V. I. Yukalov Computer
Code for HSM Model Busemeyer, J. R.
& Bruza, P. D. (2012) Quantum
models of cognition and decision. Cambridge. Feynman, R. P.,
Leighton, R. B., & Sands, M. (1966) The Feynman Lectures on Physics:
Volume III. Reading MA: Addison
Wesley. Griffiths, R. B. (2003) Consistent quantum Theory. Cambridge. Gudder, S. (1998)
Quantum probability theory. Academic Press. Hughes, R. I. G.
(1989) The structure and interpretation of Quantum mechanics. Khrennikov, A. (2010)
Ubiquitous quantum structure. Springer Nielsen, M. A. &
Chuang, I. L. (2000) Quantum computation and Quantum information.
Sakurai, J. J. (1994)
Modern quantum mechanics. Pearson Education Inc. Peres, A. (1995)
Quantum theory: Concepts and methods. (Fundamental theories of physics,
Vol. 72). Susskind, L. and
Friedman, A. (2015) Quantum mechanics: The theoretical minimum. Basic Books Physics http://plato.stanford.edu/entries/qt-consciousness/ http://arxiv.org/list/quant-ph/new http://www.cs.caltech.edu/~westside/quantum-intro.html http://wwwcdf.pd.infn.it/~loreti/science.html Cognition
and Decision Quantum Decision
Theory: http://www.le.ac.uk/ulsm/research/qdt/index.html. Quantum cognition http://www.quantum-cognition.de/ Brain
and Cognition http://www.nonlocal.com/hbar/qbrain.html Hammeroff's web site on
consciousness Pictures Quantum Workshop
Filzbach Switzerland, 2012. From left
to right, Peter beim Graben, Jerome Busemeyer, Sandro Sozzo, Reinhard
Blutner, Harald Atmanspacher (Organizer), Emmanuel Pothos. Meetings |