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...

Bibliografski detalji
Glavni autori:	Elise ePayzan-LeNestour, Peter eBossaerts
Format:	Članak
Jezik:	English
Izdano:	Frontiers Media S.A. 2012-10-01
Serija:	Frontiers in Neuroscience
Teme:	unexpected uncertainty Bayesian learning Estimation Uncertainty Exploration Bonuses Restless bandit problem
Online pristup:	http://journal.frontiersin.org/Journal/10.3389/fnins.2012.00150/full

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