A normative perspective on motivation

A neural substrate of prediction and reward

Schultz, W., Dayan, P., & Montague, P. R. (1997) · Science · doi:10.1126/science.275.5306.1593 · Cited by 9,388 · see citing works

Principles of Behavior

Skinner, B. F., & Hull, C. L. (1944) · The American Journal of Psychology · doi:10.2307/1416955 · Cited by 4,061 · see citing works

Neuronlike adaptive elements that can solve difficult learning control problems

Barto, A. G., Sutton, R. S., & Anderson, C. W. (1983) · IEEE Transactions on Systems Man and Cybernetics · doi:10.1109/tsmc.1983.6313077 · Cited by 3,238 · see citing works

Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control

Daw, N. D., Niv, Y., & Dayan, P. (2005) · Nature Neuroscience · doi:10.1038/nn1560 · Cited by 2,533 · see citing works

The Psychology of Animal Learning

Hill, W. F., & Mackintosh, N. J. (1976) · The American Journal of Psychology · doi:10.2307/1421765 · Cited by 2,397 · see citing works

Reinforcement learning

Barto, A. (1998) · IFAC Proceedings Volumes · doi:10.1016/s1474-6670(17)38315-5 · Cited by 2,172 · see citing works

Emotion and motivation: the role of the amygdala, ventral striatum, and prefrontal cortex

Cardinal, R. N., Parkinson, J. A., Hall, J., & Everitt, B. J. (2002) · Neuroscience & Biobehavioral Reviews · doi:10.1016/s0149-7634(02)00007-6 · Cited by 2,129 · see citing works

Dissociable Roles of Ventral and Dorsal Striatum in Instrumental Conditioning

O'Doherty, J., Dayan, P., Schultz, J., Deichmann, R., Friston, K., & Dolan, R. J. (2004) · Science · doi:10.1126/science.1094285 · Cited by 2,088 · see citing works

A framework for mesencephalic dopamine systems based on predictive Hebbian learning

Montague, P., Dayan, P., & Sejnowski, T. (1996) · The Journal of Neuroscience · doi:10.1523/jneurosci.16-05-01936.1996 · Cited by 2,066 · see citing works

10. Reinforcement learning

Zhang, B., Li, C., & Lin, N. (2020) · De Gruyter eBooks · doi:10.1515/9783110595567-011 · Cited by 1,939 · see citing works

Goal-directed instrumental action: contingency and incentive learning and their cortical substrates

Balleine, B. W., & Dickinson, A. (1998) · Neuropharmacology · doi:10.1016/s0028-3908(98)00033-1 · Cited by 1,541 · see citing works

Motivation concepts in behavioral neuroscience

Berridge, K. C. (2004) · Physiology & Behavior · doi:10.1016/j.physbeh.2004.02.004 · Cited by 1,302 · see citing works

Lesions of dorsolateral striatum preserve outcome expectancy but disrupt habit formation in instrumental learning

Yin, H. H., Knowlton, B. J., & Balleine, B. W. (2004) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2004.03095.x · Cited by 1,226 · see citing works

Actions and habits: The development of behavioural autonomy

Dickinson, A. (1985) · Philosophical Transactions of the Royal Society of London. B, Biological Sciences · doi:10.1098/rstb.1985.0010 · Cited by 1,217 · see citing works

Motivational control of goal-directed action

Dickinson, A., & Balleine, B. (1994) · Animal Learning & Behavior · doi:10.3758/bf03199951 · Cited by 995 · see citing works

Reward, Motivation, and Reinforcement Learning

Dayan, P., & Balleine, B. W. (2002) · Neuron · doi:10.1016/s0896-6273(02)00963-7 · Cited by 855 · see citing works

Motivational views of reinforcement: implications for understanding the behavioral functions of nucleus accumbens dopamine

Salamone, J. D., & Correa, M. (2002) · Behavioural Brain Research · doi:10.1016/s0166-4328(02)00282-6 · Cited by 817 · see citing works

Handbook of Contemporary Learning Theories

Mowrer, R. R. (2000) · Psychology Press eBooks · doi:10.4324/9781410600691 · Cited by 789 · see citing works

Intra-Accumbens Amphetamine Increases the Conditioned Incentive Salience of Sucrose Reward: Enhancement of Reward “Wanting” without Enhanced “Liking” or Response Reinforcement

Wyvell, C. L., & Berridge, K. C. (2000) · The Journal of Neuroscience · doi:10.1523/jneurosci.20-21-08122.2000 · Cited by 764 · see citing works

Coordination of Actions and Habits in the Medial Prefrontal Cortex of Rats

Killcross, S. (2003) · Cerebral Cortex · doi:10.1093/cercor/13.4.400 · Cited by 748 · see citing works

Instrumental Responding following Reinforcer Devaluation

Adams, C. D., & Dickinson, A. (1981) · The Quarterly Journal of Experimental Psychology Section B · doi:10.1080/14640748108400816 · Cited by 687 · see citing works

Variations in the Sensitivity of Instrumental Responding to Reinforcer Devaluation

Adams, C. D. (1982) · The Quarterly Journal of Experimental Psychology Section B · doi:10.1080/14640748208400878 · Cited by 635 · see citing works

Theory of Motivation

Bolles, R. C. (1967) · Medical Entomology and Zoology · Cited by 610 · see citing works

Double dissociation of basolateral and central amygdala lesions on the general and outcome-specific forms of pavlovian-instrumental transfer

Corbit, L. H., & Balleine, B. W. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.4507-04.2005 · Cited by 589 · see citing works

A motivational view of learning, performance, and behavior modification.

Bindra, D. (1974) · Psychology Review · doi:10.1037/h0036330 · Cited by 580 · see citing works

The role of the nucleus accumbens in instrumental conditioning: evidence of a functional dissociation between accumbens core and shell

Corbit, L. H., Muir, J. L., & Balleine, B. W. (2001) · The Journal of Neuroscience · doi:10.1523/jneurosci.21-09-03251.2001 · Cited by 564 · see citing works

Blockade of NMDA receptors in the dorsomedial striatum prevents action–outcome learning in instrumental conditioning

Yin, H. H., Knowlton, B. J., & Balleine, B. W. (2005) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2005.04219.x · Cited by 447 · see citing works

Lesion to the nigrostriatal dopamine system disrupts stimulus-response habit formation

Faure, A., Haberland, U., Condé, F., & Massioui, N. E. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.3894-04.2005 · Cited by 402 · see citing works

Relations between Pavlovian-instrumental transfer and reinforcer devaluation

Holland, P. C. (2004) · Journal of Experimental Psychology: Animal Behavior Processes · doi:10.1037/0097-7403.30.2.104 · Cited by 388 · see citing works

The Role of Learning in the Operation of Motivational Systems

Dickinson, A., & Balleine, B. W. (2002) · Wiley eBooks · doi:10.1002/0471214426.pas0312 · Cited by 387 · see citing works

Inactivation of the infralimbic prefrontal cortex reinstates goal-directed responding in overtrained rats

Coutureau, E., & Killcross, S. (2003) · Behavioural Brain Research · doi:10.1016/j.bbr.2003.09.025 · Cited by 342 · see citing works

Neural bases of food-seeking: affect, arousal and reward in corticostriatolimbic circuits

BALLEINE, B. (2005) · Physiology & Behavior · doi:10.1016/j.physbeh.2005.08.061 · Cited by 326 · see citing works

Dissociation of Pavlovian and instrumental incentive learning under dopamine antagonists.

Dickinson, A., Smith, J. W., & Mirenowicz, J. (2000) · Behavioral Neuroscience · doi:10.1037//0735-7044.114.3.468 · Cited by 312 · see citing works

The motivation of behavior.

Brown, J. S. (1961) · McGraw-Hill Book Company · doi:10.1037/12219-000 · Cited by 304 · see citing works

Motivational control after extended instrumental training

Dickinson, A., Balleine, B. W., Watt, A. A., González, F., & Boakes, R. A. (1995) · Animal Learning & Behavior · doi:10.3758/bf03199935 · Cited by 286 · see citing works

Double dissociation of the effects of lesions of basolateral and central amygdala on conditioned stimulus‐potentiated feeding and Pavlovian‐instrumental transfer

Holland, P. C., & Gallagher, M. (2003) · European Journal of Neuroscience · doi:10.1046/j.1460-9568.2003.02585.x · Cited by 236 · see citing works

The effect of lesions of the insular cortex on instrumental conditioning: evidence for a role in incentive memory

Balleine, B. W., & Dickinson, A. (2000) · The Journal of Neuroscience · doi:10.1523/jneurosci.20-23-08954.2000 · Cited by 218 · see citing works

Instrumental performance following a shift in primary motivation depends on incentive learning.

Balleine, B. W. (1992) · Journal of Experimental Psychology Animal Behavior Processes · doi:10.1037/0097-7403.18.3.236 · Cited by 181 · see citing works

Instrumental responding remains sensitive to reinforcer devaluation after extensive training.

Colwill, R. M., & Rescorla, R. A. (1985) · Journal of Experimental Psychology Animal Behavior Processes · doi:10.1037//0097-7403.11.4.520 · Cited by 124 · see citing works

Motivational control of heterogeneous instrumental chains.

Balleine, B. W., Garner, C., González, F., & Dickinson, A. (1995) · Journal of Experimental Psychology Animal Behavior Processes · doi:10.1037/0097-7403.21.3.203 · Cited by 112 · see citing works

How fast to work: Response vigor, motivation and tonic dopamine

Niv, Y., Daw, N. D., & Dayan, P. (2005) · MPG.PuRe (Max Planck Society) · Cited by 102 · see citing works

Incentive Processes in Instrumental Conditioning

Balleine, B. W. (2000) · Psychology Press eBooks · doi:10.4324/9781410600691-14 · Cited by 99 · see citing works

Learning, motivation, and emotion

Stevens, S. S., & Gallistel, C. R. (2002) · Medical Entomology and Zoology · Cited by 71 · see citing works

The role of response-reinforcer associations increases throughout extended instrumental training

Colwill, R. M., & Rescorla, R. A. (1988) · Animal Learning & Behavior · doi:10.3758/bf03209051 · Cited by 68 · see citing works

The nature and functioning of wants.

Tolman, E. C. (1949) · Psychological Review · doi:10.1037/h0063540 · Cited by 50 · see citing works

Incentive learning and the motivational control of instrumental performance

Dickinson, A., & Dawson, G. R. (2018) · Quarterly Journal of Experimental Psychology · doi:10.1080/14640748908401185 · Cited by 48 · see citing works

Post-Conditioning Devaluation of an Instrumental Reinforcer has no Effect on Extinction Performance

Adams, C. D. (1980) · Quarterly Journal of Experimental Psychology · doi:10.1080/14640748008401838 · Cited by 47 · see citing works

Dopamine in Schizophrenia Dysfunctional Information Processing in Basal Ganglia — Thalamocortical Split Circuits

Weiner, I., & Joel, D. (2002) · Handbook of experimental pharmacology · doi:10.1007/978-3-662-06765-9_13 · Cited by 38 · see citing works

Incentive learning and the motivational control of instrumental performance by thirst

López, M., Balleine, B. W., & Dickinson, A. (1992) · Animal Learning & Behavior · doi:10.3758/bf03197955 · Cited by 27 · see citing works

Irrelevant Incentive Learning during Training on Ratio and Interval Schedules

Dickinson, A., & Nicholas, D. (1983) · The Quarterly Journal of Experimental Psychology Section B · doi:10.1080/14640748308400908 · Cited by 12 · see citing works

A framework for studying the neurobiology of value-based decision making

Rangel, A., Camerer, C., & Montague, P. R. (2008) · Nature Reviews Neuroscience · doi:10.1038/nrn2357 · Cited by 2,184 · see citing works

Model-based influences on humans’ choices and striatal prediction errors

Daw, N. D., Gershman, S. J., Seymour, B., Dayan, P., & Dolan, R. J. (2011) · Neuron · doi:10.1016/j.neuron.2011.02.027 · Cited by 1,779 · see citing works

Habits, Rituals, and the Evaluative Brain

Graybiel, A. M. (2008) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.29.051605.112851 · Cited by 1,697 · see citing works

An opportunity cost model of subjective effort and task performance

Kurzban, R., Duckworth, A., Kable, J. W., & Myers, J. (2013) · Behavioral and Brain Sciences · doi:10.1017/s0140525x12003196 · Cited by 1,381 · see citing works

“Liking” and “wanting” food rewards: Brain substrates and roles in eating disorders

Berridge, K. C. (2009) · Physiology & Behavior · doi:10.1016/j.physbeh.2009.02.044 · Cited by 1,147 · see citing works

Tonic dopamine: Opportunity costs and the control of response vigor

Niv, Y., Daw, N. D., Joel, D., & Dayan, P. (2007) · Psychopharmacology · doi:10.1007/s00213-006-0502-4 · Cited by 1,133 · see citing works

Reinforcement learning in the brain

Niv, Y. (2009) · Journal of Mathematical Psychology · doi:10.1016/j.jmp.2008.12.005 · Cited by 724 · see citing works

Reinforcement learning: The Good, The Bad and The Ugly

Dayan, P., & Niv, Y. (2008) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2008.08.003 · Cited by 690 · see citing works

From prediction error to incentive salience: mesolimbic computation of reward motivation.

Berridge, K. C. (2012) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2012.07990.x · Cited by 700 · see citing works

Motivation of extended behaviors by anterior cingulate cortex

Holroyd, C. B., & Yeung, N. (2012) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.12.008 · Cited by 618 · see citing works

Cognitive effort: A neuroeconomic approach

Westbrook, A., & Braver, T. S. (2015) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-015-0334-y · Cited by 631 · see citing works

Why Don't We Move Faster? Parkinson's Disease, Movement Vigor, and Implicit Motivation

Mazzoni, P., Hristova, A., & Krakauer, J. W. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.0264-07.2007 · Cited by 557 · see citing works

A unified framework for addiction: Vulnerabilities in the decision process

Redish, A. D., Jensen, S., & Johnson, A. (2008) · Behavioral and Brain Sciences · doi:10.1017/s0140525x0800472x · Cited by 501 · see citing works

Vicarious trial and error

Redish, A. D. (2016) · Nature reviews. Neuroscience · doi:10.1038/nrn.2015.30 · Cited by 463 · see citing works

Opponency revisited: competition and cooperation between dopamine and serotonin

Boureau, Y.-L., & Dayan, P. (2011) · Neuropsychopharmacology · doi:10.1038/npp.2010.151 · Cited by 456 · see citing works

Mood as representation of momentum

Eldar, E., Rutledge, R. B., Dolan, R. J., & Niv, Y. (2016) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2015.07.010 · Cited by 383 · see citing works

Serotonergic neurons signal reward and punishment on multiple timescales

Cohen, J. Y., Amoroso, M. W., & Uchida, N. (2015) · eLife · doi:10.7554/elife.06346 · Cited by 388 · see citing works

The integrative function of the basal ganglia in instrumental conditioning

Balleine, B. W., Liljeholm, M., & Ostlund, S. B. (2009) · Behavioural Brain Research · doi:10.1016/j.bbr.2008.10.034 · Cited by 356 · see citing works

A Neural Computational Model of Incentive Salience

Zhang, J., Berridge, K. C., Tindell, A. J., Smith, K. S., & Aldridge, J. W. (2009) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000437 · Cited by 299 · see citing works

Human Pavlovian–Instrumental Transfer

Talmi, D., Seymour, B., Dayan, P., & Dolan, R. J. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.4028-07.2008 · Cited by 302 · see citing works

Covert expectation-of-reward in rat ventral striatum at decision points

van der Meer, M. A. A. (2009) · Frontiers in Integrative Neuroscience · doi:10.3389/neuro.07.001.2009 · Cited by 296 · see citing works

Contextual modulation of value signals in reward and punishment learning

Palminteri, S., Khamassi, M., Joffily, M., & Coricelli, G. (2015) · Nature Communications · doi:10.1038/ncomms9096 · Cited by 273 · see citing works

Prefrontal cortex mediation of cognitive enhancement in rewarding motivational contexts

Jimura, K., Locke, H., & Braver, T. S. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1002007107 · Cited by 278 · see citing works

NOvelty-related Motivation of Anticipation and exploration by Dopamine (NOMAD): Implications for healthy aging

Düzel, E., Bunzeck, N., Guitart-Masip, M., & Düzel, S. (2010) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2009.08.006 · Cited by 249 · see citing works

Reward and aversion

Hu, H. (2016) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-070815-014106 · Cited by 253 · see citing works

Genes, hormones, and circuits: An integrative approach to study the evolution of social behavior

O’Connell, L. A., & Hofmann, H. A. (2010) · Frontiers in Neuroendocrinology · doi:10.1016/j.yfrne.2010.12.004 · Cited by 227 · see citing works

Brain mechanisms of acoustic communication in humans and nonhuman primates: An evolutionary perspective

Ackermann, H., Hage, S. R., & Ziegler, W. (2014) · Behavioral and Brain Sciences · doi:10.1017/s0140525x13003099 · Cited by 210 · see citing works

Corticostriatal Interactions during Learning, Memory Processing, and Decision Making

Pennartz, C. M. A., Berke, J. D., Graybiel, A. M., Ito, R., Lansink, C. S., van der Meer, M., Redish, A. D., Smith, K. S., & Voorn, P. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.3177-09.2009 · Cited by 213 · see citing works

Triple Dissociation of Information Processing in Dorsal Striatum, Ventral Striatum, and Hippocampus on a Learned Spatial Decision Task

van der Meer, M. A. A., Johnson, A. C., Schmitzer-Torbert, N. C., & Redish, A. D. (2010) · Neuron · doi:10.1016/j.neuron.2010.06.023 · Cited by 210 · see citing works

The neurobiology of punishment

Seymour, B., Singer, T., & Dolan, R. (2007) · Nature Reviews Neuroscience · doi:10.1038/nrn2119 · Cited by 240 · see citing works

Information Processing in Decision-Making Systems

van der Meer, M. A. A., Kurth-Nelson, Z. L., & Redish, A. D. (2012) · The Neuroscientist · doi:10.1177/1073858411435128 · Cited by 186 · see citing works

A computational reward learning account of social media engagement

Lindström, B., Bellander, M., Schultner, D. T., Chang, A., Tobler, P. N., & Amodio, D. M. (2021) · Nature Communications · doi:10.1038/s41467-020-19607-x · Cited by 185 · see citing works

Cost, Benefit, Tonic, Phasic

Niv, Y. (2007) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1390.018 · Cited by 179 · see citing works

Goal-directed decision making as probabilistic inference: A computational framework and potential neural correlates.

Solway, A., & Botvinick, M. (2012) · Psychological Review · doi:10.1037/a0026435 · Cited by 180 · see citing works

The Mixed Instrumental Controller: Using Value of Information to Combine Habitual Choice and Mental Simulation

Pezzulo, G., Rigoli, F., & Chersi, F. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00092 · Cited by 163 · see citing works

Interactions of Motivation and Cognitive Control

Yee, D., & Braver, T. (2017) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2017.11.009 · Cited by 152 · see citing works

Animal affect and decision-making

Mendl, M., & Paul, E. S. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.01.025 · Cited by 161 · see citing works

Computations Underlying Social Hierarchy Learning: Distinct Neural Mechanisms for Updating and Representing Self-Relevant Information

Kumaran, D., Banino, A., Blundell, C., Hassabis, D., & Dayan, P. (2016) · Neuron · doi:10.1016/j.neuron.2016.10.052 · Cited by 155 · see citing works

Dopaminergic modulation of incentive motivation in adolescence: age-related changes in signaling, individual differences, and implications for the development of self-regulation

Luciana, M., Wahlstrom, D., Porter, J. N., & Collins, P. F. (2012) · Developmental Psychology · doi:10.1037/a0027432 · Cited by 156 · see citing works

Adolescent brain development in normality and psychopathology

Luciana, M. M. (2013) · Development and Psychopathology · doi:10.1017/s0954579413000643 · Cited by 157 · see citing works

Sensitivity to “sunk costs” in mice, rats, and humans

Sweis, B. M., Abram, S. V., Schmidt, B., Seeland, K. D., MacDonald, A. W., Thomas, M. J., & Redish, A. D. (2018) · Science · doi:10.1126/science.aar8644 · Cited by 142 · see citing works

Thinking as the control of imagination: a conceptual framework for goal-directed systems

Pezzulo, G., & Castelfranchi, C. (2009) · Psychological Research Psychologische Forschung · doi:10.1007/s00426-009-0237-z · Cited by 141 · see citing works

Above and beyond the concrete: The diverse representational substrates of the predictive brain

Gilead, M., Trope, Y., & Liberman, N. (2019) · Behavioral and Brain Sciences · doi:10.1017/s0140525x19002000 · Cited by 129 · see citing works

Intention, Choice, and the Medial Frontal Cortex

Rushworth, M. F. S. (2008) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1440.014 · Cited by 132 · see citing works

The dorsomedial striatum encodes net expected return, critical for energizing performance vigor

Wang, A. Y., Miura, K., & Uchida, N. (2013) · Nature Neuroscience · doi:10.1038/nn.3377 · Cited by 128 · see citing works

Reinforcement-learning in fronto-striatal circuits

Averbeck, B. B., & O’Doherty, J. P. (2021) · Neuropsychopharmacology · doi:10.1038/s41386-021-01108-0 · Cited by 127 · see citing works

Dorsal anterior cingulate-brainstem ensemble as a reinforcement meta-learner

Silvetti, M., Vassena, E., Abrahamse, E. L., & Verguts, T. (2018) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1006370 · Cited by 130 · see citing works

Dynamic Computation of Incentive Salience: “Wanting” What Was Never “Liked”

Tindell, A. J., Smith, K. S., Berridge, K. C., & Aldridge, J. W. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.2499-09.2009 · Cited by 124 · see citing works

Dissociating hippocampal and striatal contributions to sequential prediction learning

Bornstein, A. M., & Daw, N. D. (2012) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2011.07920.x · Cited by 120 · see citing works

Play in predictive minds: A cognitive theory of play.

Andersen, M. M., Kiverstein, J., Miller, M., & Roepstorff, A. (2023) · Psychological Review · doi:10.1037/rev0000369 · Cited by 122 · see citing works

Multiple Forms of Value Learning and the Function of Dopamine

Balleine, B. W., Daw, N. D., & O’Doherty, J. P. (2009) · Elsevier eBooks · doi:10.1016/b978-0-12-374176-9.00024-5 · Cited by 112 · see citing works

Interactions between deliberation and delay-discounting in rats

Papale, A. E., Stott, J. J., Powell, N. J., Regier, P. S., & Redish, A. D. (2012) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-012-0097-7 · Cited by 110 · see citing works

Motivational states influence effort-based decision making in rats: The role of dopamine in the nucleus accumbens

Mai, B., Sommer, S., & Hauber, W. (2011) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-011-0068-4 · Cited by 108 · see citing works

The Cognitive Neuroscience of Motivation and Learning

Daw, N. D., & Daphna Shohamy, A. (2008) · Social Cognition · doi:10.1521/soco.2008.26.5.593 · Cited by 103 · see citing works

How to set the switches on this thing

Dayan, P. (2012) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2012.05.011 · Cited by 99 · see citing works

Subjective costs drive overly patient foraging strategies in rats on an intertemporal foraging task

Wikenheiser, A. M., Stephens, D. W., & Redish, A. D. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1220738110 · Cited by 96 · see citing works

Multiplicity of control in the basal ganglia: computational roles of striatal subregions

Bornstein, A. M., & Daw, N. D. (2011) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2011.02.009 · Cited by 97 · see citing works

A theoretical account of cognitive effects in delay discounting

Kurth-Nelson, Z. L., Bickel, W. K., & Redish, A. D. (2012) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2012.08058.x · Cited by 97 · see citing works

The Role of Dopamine in the Prelimbic Cortex and the Dorsomedial Striatum in Instrumental Conditioning

Lex, B., & Hauber, W. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhp151 · Cited by 94 · see citing works

Testing Basal Ganglia Motor Functions Through Reversible Inactivations in the Posterior Internal Globus Pallidus

Desmurget, M., & Turner, R. S. (2007) · Journal of Neurophysiology · doi:10.1152/jn.01010.2007 · Cited by 92 · see citing works

Memory and decision making

Redish, A. D., & Mizumori, S. J. Y. (2014) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2014.08.014 · Cited by 98 · see citing works

Distinct Motivational Effects of Contingent and Noncontingent Rewards

Manohar, S., Finzi, D., Drew, D., & Masud Husain, B. (2017) · Psychological Science · doi:10.1177/0956797617693326 · Cited by 87 · see citing works

Goal congruency dominates reward value in accounting for behavioral and neural correlates of value-based decision-making

Frömer, R., Wolf, C. K. D., & Shenhav, A. (2019) · Nature Communications · doi:10.1038/s41467-019-12931-x · Cited by 85 · see citing works

Ventral striatum: a critical look at models of learning and evaluation

van der Meer, M. A. A., & Redish, A. D. (2011) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2011.02.011 · Cited by 84 · see citing works

Dopamine and the interdependency of time perception and reward

Fung, B. J., Sutlief, E., & Shuler, M. G. H. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.02.030 · Cited by 79 · see citing works

Emotions as ComputationsPreprint

Emanuel, A., & Eldar, E. (2022) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2022.104977 · Cited by 83 · see citing works

Neural systems analysis of decision making during goal-directed navigation

Penner, M. R., & Mizumori, S. J. Y. (2011) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2011.08.010 · Cited by 72 · see citing works

Action simulation in the human brain: Twelve questions

Pezzulo, G., Candidi, M., Dindo, H., & Barca, L. (2013) · New Ideas in Psychology · doi:10.1016/j.newideapsych.2013.01.004 · Cited by 73 · see citing works

Decomposing effects of dopaminergic medication in Parkinson’s disease on probabilistic action selection – learning or performance?

Smittenaar, P., Chase, H. W., Aarts, E., Nusselein, B., Bloem, B. R., & Cools, R. (2012) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2012.08043.x · Cited by 73 · see citing works

Values and Actions in Aversion

Dayan, P., & Seymour, B. (2009) · Elsevier eBooks · doi:10.1016/b978-0-12-374176-9.00012-9 · Cited by 71 · see citing works

Excessive use of reminders: Metacognition and effort-minimisation in cognitive offloading

Sachdeva, C., & Gilbert, S. J. (2020) · Consciousness and Cognition · doi:10.1016/j.concog.2020.103024 · Cited by 72 · see citing works

Stable Encoding of Task Structure Coexists With Flexible Coding of Task Events in Sensorimotor Striatum

Kubota, Y., Liu, J., Hu, D., DeCoteau, W. E., Eden, U. T., Smith, A. C., & Graybiel, A. M. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00522.2009 · Cited by 66 · see citing works

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Redish, A. D., Jensen, S., & Johnson, A. C. (2008) · Behavioral and Brain Sciences · doi:10.1017/s0140525x08004986 · Cited by 68 · see citing works

Expectancies in decision making, reinforcement learning, and ventral striatum

van der Meer, M. A. A. (2010) · Frontiers in Neuroscience · doi:10.3389/neuro.01.006.2010 · Cited by 67 · see citing works

Dopamine signals as temporal difference errors: recent advances

Starkweather, C. K., & Uchida, N. (2020) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2020.08.014 · Cited by 67 · see citing works

Prefrontal/accumbal catecholamine system processes high motivational salience

Puglisi‐Allegra, S., & Ventura, R. (2012) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2012.00031 · Cited by 70 · see citing works

The Value of Foresight: How Prospection Affects Decision-Making

Pezzulo, G., & Rigoli, F. (2011) · Frontiers in Neuroscience · doi:10.3389/fnins.2011.00079 · Cited by 64 · see citing works

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Niv, Y., & Montague, P. R. (2009) · Elsevier eBooks · doi:10.1016/b978-0-12-374176-9.00022-1 · Cited by 63 · see citing works

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Trimmer, P. C., Paul, E. S., Mendl, M., McNamara, J. M., & Houston, A. I. (2013) · Behavioral Sciences · doi:10.3390/bs3030501 · Cited by 61 · see citing works

The detrimental effects of emotional process dysregulation on decision-making in substance dependence

Murphy, A., Taylor, E., & Elliott, R. (2012) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2012.00101 · Cited by 60 · see citing works

From operant learning to cognitive enrichment in farm animal housing: bases and applicability

Manteuffel, G., Langbein, J., & Puppe, B. (2009) · Animal Welfare · doi:10.1017/s0962728600000105 · Cited by 61 · see citing works

Computational validity: using computation to translate behaviours across species

Redish, A. D., Kepecs, Á., Anderson, L. M., Calvin, O. L., Grissom, N. M., Haynos, A. F., Heilbronner, S. R., Herman, A. B., Jacob, S., Ma, S., et al. (2021) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2020.0525 · Cited by 59 · see citing works

Safety out of control: dopamine and defence

Lloyd, K., & Dayan, P. (2016) · Behavioral and Brain Functions · doi:10.1186/s12993-016-0099-7 · Cited by 59 · see citing works

Neuroimaging of the dopamine/reward system in adolescent drug use

Ernst, M., & Luciana, M. M. (2015) · CNS Spectrums · doi:10.1017/s1092852915000395 · Cited by 55 · see citing works

Toward sophisticated basal ganglia neuromodulation: Review on basal ganglia deep brain stimulation

Cunha, C. D., Boschen, S. L., Gómez‐A, A., Ross, E. K., Gibson, W. S. J., Min, H.-K. P., Lee, K. H., & Blaha, C. D. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.02.003 · Cited by 58 · see citing works

Goal-Directed Decision Making with Spiking Neurons

Friedrich, J. H., & Lengyel, M. (2016) · Journal of Neuroscience · doi:10.1523/jneurosci.2854-15.2016 · Cited by 57 · see citing works

A neuronal mechanism for motivational control of behavior

Courtin, J., Bitterman, Y., Müller, S., Hinz, J., Hagihara, K. M., Müller, C. R., & Lüthi, A. (2022) · Science · doi:10.1126/science.abg7277 · Cited by 52 · see citing works

Action Change Theory: A Reinforcement Learning Perspective on Behavior Change

Vlaev, I., & Dolan, P. (2015) · Review of General Psychology · doi:10.1037/gpr0000029 · Cited by 55 · see citing works

Filling the gaps: Cognitive control as a critical lens for understanding mechanisms of value-based decision-making

Frömer, R., & Shenhav, A. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.12.006 · Cited by 50 · see citing works

Tamping Ramping: Algorithmic, Implementational, and Computational Explanations of Phasic Dopamine Signals in the Accumbens

Lloyd, K., & Dayan, P. (2015) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1004622 · Cited by 49 · see citing works

Increasing farm animal welfare by positively motivated instrumental behaviour

Manteuffel, G., Langbein, J., & Puppe, B. (2009) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2009.02.014 · Cited by 49 · see citing works

Model-free and model-based learning processes in the updating of explicit and implicit evaluations

Kurdi, B., Gershman, S. J., & Banaji, M. R. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1820238116 · Cited by 50 · see citing works

Goal-directed decision making in prefrontal cortex: A computational framework.

Botvinick, M., & An, J. (2009) · PubMed · Cited by 45 · see citing works

Elucidating Poor Decision-Making in a Rat Gambling Task

Rivalan, M., Valton, V., Seriès, P., Marchand, A. R., & Dellu-Hagedorn, F. (2013) · PLoS ONE · doi:10.1371/journal.pone.0082052 · Cited by 46 · see citing works

The Neural Basis of Frustration State

Yu, R. (2016) · Elsevier eBooks · doi:10.1016/b978-0-12-800935-2.00011-7 · Cited by 45 · see citing works

Dopamine release in nucleus accumbens during rewarded task switching measured by [¹¹C]raclopride

Jonasson, L. S., Axelsson, J., Riklund, K., Braver, T. S., Ögren, M., Bäckman, L., & Nyberg, L. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.05.047 · Cited by 42 · see citing works

Deliberation and Procedural Automation on a Two-Step Task for Rats

Hasz, B. M., & Redish, A. D. (2018) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2018.00030 · Cited by 41 · see citing works

Dopamine promotes instrumental motivation, but reduces reward-related vigour

Grogan, J. P., Sandhu, T., Hu, M. T., & Manohar, S. (2020) · eLife · doi:10.7554/elife.58321 · Cited by 38 · see citing works

The Role of Value Systems in Decision Making

Dayan, P. (2008) · The MIT Press eBooks · doi:10.7551/mitpress/7735.003.0006 · Cited by 41 · see citing works

Integrating early results on ventral striatal gamma oscillations in the rat

van der Meer, M. A. A. (2010) · Frontiers in Neuroscience · doi:10.3389/fnins.2010.00028 · Cited by 41 · see citing works

Opinion TRENDS in Cognitive Sciences Vol.10 No.8 Full text provided by www.sciencedirect.com A normative perspective on motivation

Niv, Y., Joel, D., & Dayan, P. (2008)

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Niv, Y., Dayan, P., & Joel, D. (2010)

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Niv, Y. (2007) · Cited by 11 · see citing works

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Niv, Y., Dayan, P. P., Joel, D., Hanoch, P., & Abstract, G. (2013)

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Ceceli, A. O., & Tricomi, E. M. (2017) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2017.12.005 · Cited by 32 · see citing works