Author:
Shiratori Honoka,Shinkawa Hiroaki,Röhm André,Chauvet Nicolas,Segawa Etsuo,Laurent Jonathan,Bachelier Guillaume,Yamagami Tomoki,Horisaki Ryoichi,Naruse Makoto
Abstract
AbstractCollective decision-making plays a crucial role in information and communication systems. However, decision conflicts among agents often impede the maximization of potential utilities within the system. Quantum processes have shown promise in achieving conflict-free joint decisions between two agents through the entanglement of photons or the quantum interference of orbital angular momentum (OAM). Nonetheless, previous studies have shown symmetric resultant joint decisions, which, while preserving equality, fail to address disparities. In light of global challenges such as ethics and equity, it is imperative for decision-making systems to not only maintain existing equality but also address and resolve disparities. In this study, we investigate asymmetric collective decision-making theoretically and numerically using quantum interference of photons carrying OAM or entangled photons. We successfully demonstrate the realization of asymmetry; however, it should be noted that a certain degree of photon loss is inevitable in the proposed models. We also provide an analytical formulation for determining the available range of asymmetry and describe a method for obtaining the desired degree of asymmetry.
Funder
Japan Society for the Promotion of Science
Japan Science and Technology Agency
Publisher
Springer Science and Business Media LLC
Reference25 articles.
1. Daw, N. D., O’doherty, J. P., Dayan, P., Seymour, B. & Dolan, R. J. Cortical substrates for explovilloresi, p.ratory decisions in humans. Nature 441, 876–879 (2006).
2. Sutton, R. S. & Barto, A. G. Reinforcement Learning: An Introduction (MIT Press, 2018).
3. Auer, P., Cesa-Bianchi, N. & Fischer, P. Finite-time analysis of the multiarmed bandit problem. Mach. Learn. 47(2), 235–256 (2002).
4. March, J. G. Exploration and exploitation in organizational learning. Organ. Sci. 2, 71–87 (1991).
5. Chauvet, N. et al. Entangled-photon decision maker. Sci. Rep. 9(1), 1–14 (2019).
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