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Market stability with machine learning agents

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Publication:2246684
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DOI10.1016/j.jedc.2020.104032zbMath1475.91341OpenAlexW2946765861MaRDI QIDQ2246684

Christophre Georges, Javier Pereira

Publication date: 16 November 2021

Published in: Journal of Economic Dynamics \& Control (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jedc.2020.104032


zbMATH Keywords

expectationsvolatilitymachine learninglassoagent-based modelingasset prices


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Financial markets (91G15)




Cites Work

  • Unnamed Item
  • Financial power laws: empirical evidence, models, and mechanisms
  • Risk preference and stability under learning
  • Staggered updating in an artificial financial market
  • Learning with bounded memory in stochastic models
  • Behavioral learning equilibria
  • Intrinsic heterogeneity in expectation formation
  • Expectations Formation and Stability of Large Socioeconomic Systems
  • Learning and Model Validation
  • Empirical properties of asset returns: stylized facts and statistical issues
  • A Sparsity-Based Model of Bounded Rationality *
  • Priors for the Long Run
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