메뉴 건너뛰기




Volumn 15, Issue 3, 2015, Pages 523-536

Model-based learning protects against forming habits

Author keywords

Devaluation; Goal directed; Habit; Model based; Model free; Reinforcement learning

Indexed keywords

ADOLESCENT; ADULT; AGED; DECISION MAKING; EXECUTIVE FUNCTION; FEMALE; HABIT; HUMAN; INSTRUMENTAL CONDITIONING; MALE; MIDDLE AGED; MOTIVATION; PSYCHOLOGIC TEST; PSYCHOLOGICAL MODEL; REINFORCEMENT; YOUNG ADULT;

EID: 84938749786     PISSN: 15307026     EISSN: None     Source Type: Journal    
DOI: 10.3758/s13415-015-0347-6     Document Type: Article
Times cited : (171)

References (47)
  • 1
    • 84946268134 scopus 로고
    • Variations in the sensitivity of instrumental responding to reinforcer devaluation
    • Adams, C. D. (1982). Variations in the sensitivity of instrumental responding to reinforcer devaluation. Quarterly Journal of Experimental Psychology, 34B, 77–98.
    • (1982) Quarterly Journal of Experimental Psychology , vol.34B , pp. 77-98
    • Adams, C.D.1
  • 2
    • 84885422671 scopus 로고
    • Instrumental responding following reinforcer devaluation
    • Adams, C. D., & Dickinson, A. (1981). Instrumental responding following reinforcer devaluation. Quarterly Journal of Experimental Psychology, 33B, 109–121. doi:10.1080/14640748108400816
    • (1981) Quarterly Journal of Experimental Psychology , vol.33B , pp. 109-121
    • Adams, C.D.1    Dickinson, A.2
  • 3
    • 84938758352 scopus 로고    scopus 로고
    • Multi-step decision tasks for dissociating model-based and model-free learning in rodents. Paper presented at the Cosyne, Salt Lake City, UT
    • Akam, T., Dayan, P., & Costa, R. (2013). Multi-step decision tasks for dissociating model-based and model-free learning in rodents. Paper presented at the Cosyne 2013, Salt Lake City, UT.
    • (2013) & Costa, R. , vol.2013
    • Akam, T.1    Dayan, P.2
  • 4
    • 0031801210 scopus 로고    scopus 로고
    • Goal-directed instrumental action: Contingency and incentive learning and their cortical substrates
    • PID: 9704982
    • Balleine, B. W., & Dickinson, A. (1998). Goal-directed instrumental action: Contingency and incentive learning and their cortical substrates. Neuropharmacology, 37, 407–419.
    • (1998) Neuropharmacology , vol.37 , pp. 407-419
    • Balleine, B.W.1    Dickinson, A.2
  • 5
    • 72049125602 scopus 로고    scopus 로고
    • Human and rodent homologies in action control: Corticostriatal determinants of goal-directed and habitual action
    • PID: 19776734
    • Balleine, B. W., & O’Doherty, J. P. (2010). Human and rodent homologies in action control: Corticostriatal determinants of goal-directed and habitual action. Neuropsychopharmacology, 35, 48–69. doi:10.1038/npp.2009.131
    • (2010) Neuropsychopharmacology , vol.35 , pp. 48-69
    • Balleine, B.W.1    O’Doherty, J.P.2
  • 6
    • 84874841717 scopus 로고    scopus 로고
    • Evaluating Amazon’s Mechanical Turk as a tool for experimental behavioral research
    • PID: 23516406
    • Crump, M. J. C., McDonnell, J. V., & Gureckis, T. M. (2013). Evaluating Amazon’s Mechanical Turk as a tool for experimental behavioral research. PLoS ONE, 8, e57410. doi:10.1371/journal.pone.0057410
    • (2013) PLoS ONE , vol.8 , pp. e57410
    • Crump, M.J.C.1    McDonnell, J.V.2    Gureckis, T.M.3
  • 7
    • 79952746011 scopus 로고    scopus 로고
    • Model-based influences on humans’ choices and striatal prediction errors
    • PID: 21435563
    • Daw, N. D., Gershman, S. J., Seymour, B., Dayan, P., & Dolan, R. J. (2011). Model-based influences on humans’ choices and striatal prediction errors. Neuron, 69, 1204–1215. doi:10.1016/j.neuron.2011.02.027
    • (2011) Neuron , vol.69 , pp. 1204-1215
    • Daw, N.D.1    Gershman, S.J.2    Seymour, B.3    Dayan, P.4    Dolan, R.J.5
  • 8
    • 28044450875 scopus 로고    scopus 로고
    • Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control
    • PID: 16286932
    • Daw, N. D., Niv, Y., & Dayan, P. (2005). Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control. Nature Neuroscience, 8, 1704–1711. doi:10.1038/nn1560
    • (2005) Nature Neuroscience , vol.8 , pp. 1704-1711
    • Daw, N.D.1    Niv, Y.2    Dayan, P.3
  • 10
    • 70349123547 scopus 로고    scopus 로고
    • Differential engagement of the ventromedial prefrontal cortex by goal-directed and habitual behavior toward food pictures in humans
    • PID: 19741139
    • de Wit, S., Corlett, P. R., Aitken, M. R., Dickinson, A., & Fletcher, P. C. (2009). Differential engagement of the ventromedial prefrontal cortex by goal-directed and habitual behavior toward food pictures in humans. Journal of Neuroscience, 29, 11330–11338. doi:10.1523/JNEUROSCI. 1639-09.2009
    • (2009) Journal of Neuroscience , vol.29 , pp. 11330-11338
    • de Wit, S.1    Corlett, P.R.2    Aitken, M.R.3    Dickinson, A.4    Fletcher, P.C.5
  • 12
    • 84865459435 scopus 로고    scopus 로고
    • Corticostriatal connectivity underlies individual differences in the balance between habitual and goal-directed action control
    • PID: 22933790
    • de Wit, S., Watson, P., Harsay, H. A., Cohen, M. X., van de Vijver, I., & Ridderinkhof, K. R. (2012). Corticostriatal connectivity underlies individual differences in the balance between habitual and goal-directed action control. Journal of Neuroscience, 32, 12066–12075.
    • (2012) Journal of Neuroscience , vol.32 , pp. 12066-12075
    • de Wit, S.1    Watson, P.2    Harsay, H.A.3    Cohen, M.X.4    van de Vijver, I.5    Ridderinkhof, K.R.6
  • 13
    • 84892682926 scopus 로고    scopus 로고
    • Actions, action sequences and habits: Evidence that goal-directed and habitual action control are hierarchically organized
    • PID: 24339762
    • Dezfouli, A., & Balleine, B. W. (2013). Actions, action sequences and habits: Evidence that goal-directed and habitual action control are hierarchically organized. PLoS Computational Biology, 9, e1003364.
    • (2013) PLoS Computational Biology , vol.9 , pp. e1003364
    • Dezfouli, A.1    Balleine, B.W.2
  • 16
    • 0028006389 scopus 로고
    • Motivational control of goal-directed action
    • Dickinson, A., & Balleine, B. (1994). Motivational control of goal-directed action. Animal Learning & Behavior, 22, 1–18. doi:10.3758/BF03199951
    • (1994) Animal Learning & Behavior , vol.22 , pp. 1-18
    • Dickinson, A.1    Balleine, B.2
  • 17
    • 0001860705 scopus 로고
    • The effect of the instrumental training contingency on susceptibility to reinforcer devaluation
    • Dickinson, A., Nicholas, D. J., & Adams, C. D. (1983). The effect of the instrumental training contingency on susceptibility to reinforcer devaluation. Quarterly Journal of Experimental Psychology, 35B, 35–51. doi:10.1080/14640748308400912
    • (1983) Quarterly Journal of Experimental Psychology , vol.35B , pp. 35-51
    • Dickinson, A.1    Nicholas, D.J.2    Adams, C.D.3
  • 19
    • 84885802926 scopus 로고    scopus 로고
    • Goals and habits in the brain
    • PID: 24139036
    • Dolan, R. J., & Dayan, P. (2013). Goals and habits in the brain. Neuron, 80, 312–325.
    • (2013) Neuron , vol.80 , pp. 312-325
    • Dolan, R.J.1    Dayan, P.2
  • 20
    • 0033213819 scopus 로고    scopus 로고
    • What are the computations in the cerebellum, the basal ganglia, and the cerebral cortex
    • Doya, K. (1999). What are the computations in the cerebellum, the basal ganglia, and the cerebral cortex. Neural Networks, 12, 961–974.
    • (1999) Neural Networks , vol.12 , pp. 961-974
    • Doya, K.1
  • 21
    • 84896993947 scopus 로고    scopus 로고
    • Of goals and habits: Age-related and individual differences in goal-directed decision-making
    • PID: 24399925
    • Eppinger, B., Walter, M., Heekeren, H. R., & Li, S. C. (2013). Of goals and habits: Age-related and individual differences in goal-directed decision-making. Frontiers in Neuroscience, 7, 253. doi:10.3389/fnins.2013.00253
    • (2013) Frontiers in Neuroscience , vol.7 , pp. 253
    • Eppinger, B.1    Walter, M.2    Heekeren, H.R.3    Li, S.C.4
  • 22
    • 27744579910 scopus 로고    scopus 로고
    • When logic fails: Implicit transitive inference in humans
    • Frank, M. J., Rudy, J. W., Levy, W. B., & O’Reilly, R. C. (2005). When logic fails: Implicit transitive inference in humans. Memory & Cognition, 33, 742–750. doi:10.3758/BF03195340
    • (2005) Memory & Cognition , vol.33 , pp. 742-750
    • Frank, M.J.1    Rudy, J.W.2    Levy, W.B.3    O’Reilly, R.C.4
  • 23
  • 26
    • 79960520781 scopus 로고    scopus 로고
    • Disruption in the balance between goal-directed behavior and habit learning in obsessive-compulsive disorder
    • PID: 21572165
    • Gillan, C. M., Papmeyer, M., Morein-Zamir, S., Sahakian, B. J., Fineberg, N. A., Robbins, T. W., & de Wit, S. (2011). Disruption in the balance between goal-directed behavior and habit learning in obsessive-compulsive disorder. American Journal of Psychiatry, 168, 718–726. doi:10.1176/appi.ajp.2011.10071062
    • (2011) American Journal of Psychiatry , vol.168 , pp. 718-726
    • Gillan, C.M.1    Papmeyer, M.2    Morein-Zamir, S.3    Sahakian, B.J.4    Fineberg, N.A.5    Robbins, T.W.6    de Wit, S.7
  • 28
    • 77953260848 scopus 로고    scopus 로고
    • States versus rewards: Dissociable neural prediction error signals underlying model-based and model-free reinforcement learning
    • PID: 20510862
    • Gläscher, J., Daw, N., Dayan, P., & O’Doherty, J. P. (2010). States versus rewards: Dissociable neural prediction error signals underlying model-based and model-free reinforcement learning. Neuron, 66, 585–595.
    • (2010) Neuron , vol.66 , pp. 585-595
    • Gläscher, J.1    Daw, N.2    Dayan, P.3    O’Doherty, J.P.4
  • 29
    • 79958143780 scopus 로고    scopus 로고
    • Speed/accuracy trade-off between the habitual and the goal-directed processes
    • PID: 21637741
    • Keramati, M., Dezfouli, A., & Piray, P. (2011). Speed/accuracy trade-off between the habitual and the goal-directed processes. PLoS Computational Biology, 7, e1002055. doi:10.1371/journal.pcbi.1002055
    • (2011) PLoS Computational Biology , vol.7 , pp. e1002055
    • Keramati, M.1    Dezfouli, A.2    Piray, P.3
  • 30
    • 84938758353 scopus 로고    scopus 로고
    • A multi-step decision task elicits planning behavior in rats. Paper presented at Cosyne, Salt Lake City, UT
    • Miller, K., Erlich, J., Kopec, C., Botvinick, M., & Brody, C. (2014). A multi-step decision task elicits planning behavior in rats. Paper presented at Cosyne 2014, Salt Lake City, UT.
    • (2014) & Brody, C. , vol.2014
    • Miller, K.1    Erlich, J.2    Kopec, C.3    Botvinick, M.4
  • 31
    • 84877341847 scopus 로고    scopus 로고
    • The curse of planning: Dissecting multiple reinforcement-learning systems by taxing the central executive
    • PID: 23558545
    • Otto, A. R., Gershman, S. J., Markman, A. B., & Daw, N. D. (2013a). The curse of planning: Dissecting multiple reinforcement-learning systems by taxing the central executive. Psychological Science, 24, 751–761.
    • (2013) Psychological Science , vol.24 , pp. 751-761
    • Otto, A.R.1    Gershman, S.J.2    Markman, A.B.3    Daw, N.D.4
  • 33
    • 84919958707 scopus 로고    scopus 로고
    • Cognitive control predicts use of model-based reinforcement learning
    • PID: 25170791
    • Otto, A. R., Skatova, A., Madlon-Kay, S., & Daw, N. D. (2015). Cognitive control predicts use of model-based reinforcement learning. Journal of Cognitive Neuroscience, 27, 319–333. doi:10.1162/jocn_a_00709
    • (2015) Journal of Cognitive Neuroscience , vol.27 , pp. 319-333
    • Otto, A.R.1    Skatova, A.2    Madlon-Kay, S.3    Daw, N.D.4
  • 34
    • 84878783112 scopus 로고    scopus 로고
    • The mixed instrumental controller: Using value of information to combine habitual choice and mental simulation
    • PID: 23459512
    • Pezzulo, G., Rigoli, F., & Chersi, F. (2013). The mixed instrumental controller: Using value of information to combine habitual choice and mental simulation. Frontiers in Psychology, 4, 92.
    • (2013) Frontiers in Psychology , vol.4 , pp. 92
    • Pezzulo, G.1    Rigoli, F.2    Chersi, F.3
  • 35
    • 0030896968 scopus 로고    scopus 로고
    • A neural substrate of prediction and reward
    • PID: 9054347
    • Schultz, W., Dayan, P., & Montague, P. R. (1997). A neural substrate of prediction and reward. Science, 275, 1593–1599. doi:10.1126/science.275.5306.1593
    • (1997) Science , vol.275 , pp. 1593-1599
    • Schultz, W.1    Dayan, P.2    Montague, P.R.3
  • 36
    • 66749101239 scopus 로고    scopus 로고
    • Stress prompts habit behavior in humans
    • PID: 19494141
    • Schwabe, L., & Wolf, O. T. (2009). Stress prompts habit behavior in humans. Journal of Neuroscience, 29, 7191–7198.
    • (2009) Journal of Neuroscience , vol.29 , pp. 7191-7198
    • Schwabe, L.1    Wolf, O.T.2
  • 37
    • 84856141164 scopus 로고    scopus 로고
    • A critical review of habit learning and the basal ganglia
    • PID: 21909324
    • Seger, C. A., & Spiering, B. J. (2011). A critical review of habit learning and the basal ganglia. Frontiers in Systems Neuroscience, 5, 66. doi:10.3389/fnsys.2011.00066
    • (2011) Frontiers in Systems Neuroscience , vol.5 , pp. 66
    • Seger, C.A.1    Spiering, B.J.2
  • 38
    • 84894644541 scopus 로고    scopus 로고
    • Collecting response times using Amazon Mechanical Turk and Adobe Flash
    • PID: 23670340
    • Simcox, T., & Fiez, J. A. (2014). Collecting response times using Amazon Mechanical Turk and Adobe Flash. Behavior Research Methods, 46, 95–111. doi:10.3758/s13428-013-0345-y
    • (2014) Behavior Research Methods , vol.46 , pp. 95-111
    • Simcox, T.1    Fiez, J.A.2
  • 41
    • 58149442669 scopus 로고
    • Cognitive maps in rats and men
    • PID: 18870876
    • Tolman, E. C. (1948). Cognitive maps in rats and men. Psychological Review, 55, 189–208. doi:10.1037/h0061626
    • (1948) Psychological Review , vol.55 , pp. 189-208
    • Tolman, E.C.1
  • 42
    • 66449119919 scopus 로고    scopus 로고
    • A specific role for posterior dorsolateral striatum in human habit learning
    • PID: 19490086
    • Tricomi, E., Balleine, B. W., & O’Doherty, J. P. (2009). A specific role for posterior dorsolateral striatum in human habit learning. European Journal of Neuroscience, 29, 2225–2232. doi:10.1111/j.1460-9568.2009.06796.x
    • (2009) European Journal of Neuroscience , vol.29 , pp. 2225-2232
    • Tricomi, E.1    Balleine, B.W.2    O’Doherty, J.P.3
  • 43
    • 34247147767 scopus 로고    scopus 로고
    • Determining the neural substrates of goal-directed learning in the human brain
    • PID: 17428979
    • Valentin, V. V., Dickinson, A., & O’Doherty, J. P. (2007). Determining the neural substrates of goal-directed learning in the human brain. Journal of Neuroscience, 27, 4019–4026.
    • (2007) Journal of Neuroscience , vol.27 , pp. 4019-4026
    • Valentin, V.V.1    Dickinson, A.2    O’Doherty, J.P.3
  • 45
    • 84864935116 scopus 로고    scopus 로고
    • Dopamine enhances model-based over model-free choice behavior
    • PID: 22884326
    • Wunderlich, K., Smittenaar, P., & Dolan, R. J. (2012). Dopamine enhances model-based over model-free choice behavior. Neuron, 75, 418–424.
    • (2012) Neuron , vol.75 , pp. 418-424
    • Wunderlich, K.1    Smittenaar, P.2    Dolan, R.J.3
  • 46
    • 1642580578 scopus 로고    scopus 로고
    • Lesions of dorsolateral striatum preserve outcome expectancy but disrupt habit formation in instrumental learning
    • PID: 14750976
    • Yin, H. H., Knowlton, B. J., & Balleine, B. W. (2004). Lesions of dorsolateral striatum preserve outcome expectancy but disrupt habit formation in instrumental learning. European Journal of Neuroscience, 19, 181–189.
    • (2004) European Journal of Neuroscience , vol.19 , pp. 181-189
    • Yin, H.H.1    Knowlton, B.J.2    Balleine, B.W.3
  • 47
    • 23244452169 scopus 로고    scopus 로고
    • The role of the dorsomedial striatum in instrumental conditioning
    • PID: 16045504
    • Yin, H. H., Ostlund, S. B., Knowlton, B. J., & Balleine, B. W. (2005). The role of the dorsomedial striatum in instrumental conditioning. European Journal of Neuroscience, 22, 513–523. doi:10.1111/j.1460-9568.2005.04218.x
    • (2005) European Journal of Neuroscience , vol.22 , pp. 513-523
    • Yin, H.H.1    Ostlund, S.B.2    Knowlton, B.J.3    Balleine, B.W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.