the trade - off between exploitation and exploration Should I stay or should I go ? How the human brain manages
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References s http://rstb.royalsocietypublishing.org/content/362/1481/933.full.html#related-url Article cited in: http://rstb.royalsocietypublishing.org/content/362/1481/933.full.html#ref-list-1 This article cites 41 articles, 10 of which can be accessed free Email alerting service here right-hand corner of the article or click Receive free email alerts when new articles cite this article sign up in the box at the top
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Should I stay or should I go? How the human brain manages the trade-off between exploitation and exploration.
Many large and small decisions we make in our daily lives-which ice cream to choose, what research projects to pursue, which partner to marry-require an exploration of alternatives before committing to and exploiting the benefits of a particular choice. Furthermore, many decisions require re-evaluation, and further exploration of alternatives, in the face of changing needs or circumstances. Tha...
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Searching experiments conducted in different virtual environments over a gender-balanced group of people revealed a gender irrelevant scale-free spread of searching activity on large spatio-temporal scales. We have suggested and solved analytically a simple statistical model of the coherent-noise type describing the exploration-exploitation trade-off in humans ('should I stay' or 'should I go')...
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متن کاملDopaminergic Control of the Exploration-Exploitation Trade-Off via the Basal Ganglia
We continuously face the dilemma of choosing between actions that gather new information or actions that exploit existing knowledge. This "exploration-exploitation" trade-off depends on the environment: stability favors exploiting knowledge to maximize gains; volatility favors exploring new options and discovering new outcomes. Here we set out to reconcile recent evidence for dopamine's involve...
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