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Unlearnable Games and “Satisficing” Decisions: A Simple Model for a Complex World

Jérôme Garnier-Brun1,2,*, Michael Benzaquen1,2,3, and Jean-Philippe Bouchaud1,3,4

  • 1Chair of Econophysics and Complex Systems, École polytechnique, 91128 Palaiseau Cedex, France
  • 2LadHyX, CNRS, École polytechnique, Institut Polytechnique de Paris, 91120 Palaiseau, France
  • 3Capital Fund Management, 23 Rue de l’Université, 75007 Paris, France
  • 4Académie des Sciences, 23 Quai de Conti, 75006 Paris, France

  • *jerome.garnier-brun@polytechnique.edu

The Trouble with Rational Expectations in Heterogeneous Agent Models: A Challenge for Macroeconomics

Benjamin Moll

The Economic Journal 136 1173 (2026)

Complex dynamics in the Sherrington-Kirkpatrick game

Desmond Chan and Tobias Galla

Phys. Rev. E 114 044325 (2026)

Nonreciprocal interactions and high-dimensional chaos: Comparing dynamics and statistics of equilibria in a solvable class of models

Samantha J. Fournier, Alessandro Pacco, Valentina Ros, and Pierfrancesco Urbani

Phys. Rev. E 113 044139 (2026)

Zero-temperature dynamics of the spherical model with non-reciprocal interactions

Daniel A Stariolo and Fernando L Metz

J. Stat. Mech. 2026 033301 (2026)

Nonreciprocal Spin-Glass Transition and Aging

Giulia Garcia Lorenzana, Ada Altieri, Giulio Biroli, Michel Fruchart, and Vincenzo Vitelli

Phys. Rev. Lett. 135 187402 (2025)

Nonreciprocal Ising Model

Yael Avni, Michel Fruchart, David Martin, Daniel Seara, and Vincenzo Vitelli

Phys. Rev. Lett. 134 117103 (2025)

Nonreciprocally coupled spin glasses: Exceptional-point-mediated phase transitions and aging

Giulia Garcia Lorenzana, Ada Altieri, Giulio Biroli, Michel Fruchart, and Vincenzo Vitelli

Phys. Rev. E 112 044154 (2025)

Dynamical phase transitions in the nonreciprocal Ising model

Yael Avni, Michel Fruchart, David Martin, Daniel Seara, and Vincenzo Vitelli

Phys. Rev. E 111 034124 (2025)

Irreversibility in non-reciprocal chaotic systems

Tuan Minh Pham, Albert Alonso, and Karel Proesmans

New J. Phys. 27 023003 (2025)

Phase transitions in single species Ising models with non-reciprocal couplings

Adrià Garcés and Demian Levis

J. Stat. Mech. 2025 043205 (2025)

Quenches in the Sherrington–Kirkpatrick model

Vittorio Erba, Freya Behrens, Florent Krzakala, and Lenka Zdeborová

J. Stat. Mech. 2024 083302 (2024)

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