Don't bet on the unknown versus try to find out more: estimation uncertainty and ''unexpected uncertainty'' both modulate exploration

Don't bet on the unknown versus try to find out more: estimation uncertainty and ''unexpected uncertainty'' both modulate exploration

Little is known about how humans solve the exploitation/exploration trade-off. In particular, the evidence for uncertainty-driven exploration is mixed. The current study proposes a novel theory of exploration that helps reconcile prior findings that may seem contradictory at first. According to this...

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Dettagli Bibliografici
Autori principali:	Elise ePayzan-LeNestour, Peter eBossaerts
Natura:	Articolo
Lingua:	English
Pubblicazione:	Frontiers Media S.A. 2012-10-01
Serie:	Frontiers in Neuroscience
Soggetti:	unexpected uncertainty Bayesian learning Estimation Uncertainty Exploration Bonuses Restless bandit problem
Accesso online:	http://journal.frontiersin.org/Journal/10.3389/fnins.2012.00150/full

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