Exploration-exploitation: A cognitive dilemma still unresolved

Research output: Contribution to journalArticlepeer-review

Abstract

The solution to the exploration-exploitation dilemma presented essentially subsumes exploitation into an information-maximizing model. Such a singlemaximization model is shown to be (1) more tractable than the initial dual-maximization dilemma, (2) useful in modeling information-maximizing subsystems, and (3) profitably applied in artificial simulations where exploration is costless. However, the model fails to resolve the dilemma in ethological or practical circumstances with objective outcomes, such as inclusive fitness, rather than information outcomes, such as lack of surprise.

Original languageEnglish
Pages (from-to)219-221
Number of pages3
JournalCognitive Neuroscience
Volume6
Issue number4
DOIs
StatePublished - 2015

Keywords

  • Exploitation
  • Exploration
  • Simulation

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