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        <identifier><![CDATA[oai:it.cnr:prodotti:oai:it.cnr:prodotti:205551]]></identifier>
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          <dc:type><![CDATA[Contributo in atti di convegno]]></dc:type>
          <dc:title><![CDATA[Interaction of goal-directed and pavlovian systems in aversive domains]]></dc:title>
          <dc:creator><![CDATA[Francesco Rigoli]]></dc:creator>
          <dc:creator><![CDATA[Enea Francesco Pavone]]></dc:creator>
          <dc:creator><![CDATA[Giovanni Pezzulo]]></dc:creator>
          <dc:language><![CDATA[eng]]></dc:language>
          <dc:description><![CDATA[Recent neuroscientific models of human behavior distinguish between different cognitive controllers: two instrumental systems (goal-directed and habitual) that maximize utility through learned actions, and a so-called Pavlovian system, which implements innate reactive responses. Although the interaction between instrumental and Pavlovian controllers has been suggested as a key process underlying emotional phenomena and surprising forms of misbehavior, few is known about it, especially in the sensorimotor aversive domain. With a combined experimental and computational approach, we study the interactions between instrumental (goal-directed) and Pavlovian processes in the aversive domain. First, we present a human experiment in which goal-directed and Pavlovian systems compete in order to control responses. The results indicate that Pavlovian processes can significantly interfere with goal-directed behavior. Second, we compare four alternative Bayesian models for their accuracy in modeling human performance. The results indicate a better fit for an architecture in which the Pavlovian controller can use both model-based and model-free features.]]></dc:description>
          <dc:source><![CDATA[European Conference on Cognitive Science 2011 New Bulgarian University Sofia, pp. 3211–3216, Sofia, 21-24 Maggio 2011]]></dc:source>
          <dc:source><![CDATA[info:cnr-pdr/source/autori:Francesco Rigoli, Enea Francesco Pavone, Giovanni Pezzulo/congresso_nome:European Conference on Cognitive Science 2011 New Bulgarian University Sofia/congresso_luogo:Sofia/congresso_data:21-24 Maggio 2011/anno:2011/pagina_da:3211/pagina_a:3216/intervallo_pagine:3211–3216]]></dc:source>
          <dc:date><![CDATA[2011]]></dc:date>
          <dc:identifier><![CDATA[http://www.cnr.it/prodotto/i/205551]]></dc:identifier>
          <dc:identifier><![CDATA[https://publications.cnr.it/doc/205551]]></dc:identifier>
          <dc:identifier><![CDATA[http://mindmodeling.org/cogsci2011/papers/0739/paper0739.pdf]]></dc:identifier>
          <dc:identifier><![CDATA[urn:isbn:978-954-535-660-5]]></dc:identifier>
          <dc:relation><![CDATA[info:cnr-pdr/author/matricola:10533/PEZZULO/GIOVANNI]]></dc:relation>
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          <dc:subject><![CDATA[Goal-directed system]]></dc:subject>
          <dc:subject><![CDATA[Pavlovian system]]></dc:subject>
          <dc:subject><![CDATA[Bayesian model]]></dc:subject>
          <dc:subject><![CDATA[implicit classical conditioning]]></dc:subject>
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