Dopamine prediction error responses integrate subjective value from different reward dimensions

Reinforcement Learning: An Introduction

Sutton, R. S., & Barto, A. G. (1998) · IEEE Transactions on Neural Networks · doi:10.1109/tnn.1998.712192 · Cited by 27,225

Reinforcement Learning: An Introduction

Sutton, R. S., & Barto, A. (2005) · IEEE Transactions on Neural Networks · doi:10.1109/tnn.2004.842673 · Cited by 25,268

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

Individual Choice Behavior: A Theoretical Analysis.

Cane, V. R., & Luce, R. D. (1960) · Journal of the Royal Statistical Society Series A (General) · doi:10.2307/2343282 · Cited by 2,538

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

Discrete coding of reward probability and uncertainty by dopamine neurons

Fiorillo, C. D., Tobler, P. N., & Schultz, W. (2003) · Science · doi:10.1126/science.1077349 · Cited by 2,085

Regulation of parkinsonian motor behaviours by optogenetic control of basal ganglia circuitry

Kravitz, A. V., Freeze, B. S., Parker, P. R. L., Kay, K., Thwin, M. T., Deisseroth, K., & Kreitzer, A. C. (2010) · Nature · doi:10.1038/nature09159 · Cited by 1,885

A Discounting Framework for Choice With Delayed and Probabilistic Rewards.

Green, L., & Myerson, J. (2004) · Psychological Bulletin · doi:10.1037/0033-2909.130.5.769 · Cited by 1,676

Neurons in the orbitofrontal cortex encode economic value

Padoa-Schioppa, C., & Assad, J. A. (2006) · Nature · doi:10.1038/nature04676 · Cited by 1,598

Modulation of memory fields by dopamine Dl receptors in prefrontal cortex

Williams, G. V., & Goldman-Rakic, P. S. (1995) · Nature · doi:10.1038/376572a0 · Cited by 1,593 · cited 1×

The curious case of dopaminergic prediction errors and learning associative information beyond value

Kahnt, T., & Schoenbaum, G. M. (2025) · Nature reviews. Neuroscience · doi:10.1038/s41583-024-00898-8 · Cited by 22

Neurons in the Human Left Amygdala Automatically Encode Subjective Value Irrespective of Task

Mormann, F., Bausch, M., Knieling, S., & Fried, I. (2017) · Cerebral Cortex · doi:10.1093/cercor/bhx330 · Cited by 23

Subjective preferences differentially modulate the processing of rewards gained by own vs. observed choices

Peterburs, J., Sannemann, L., & Bellebaum, C. (2019) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2019.107139 · Cited by 20

Reward prediction error in learning-related behaviors

Yujun, D., Song, D. F., Ni, J., Qing, H., & Quan, Z. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1171612 · Cited by 26

Preferences for nutrients and sensory food qualities identify biological sources of economic values in monkeys

Huang, F.-Y., Sutcliffe, M. P. F., & Fabian Grabenhorst, B. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2101954118 · Cited by 23

Monkeys exhibit a paradoxical decrease in performance in high-stakes scenarios

Smoulder, A. L., Pavlovsky, N., Marino, P. J., Degenhart, A. D., McClain, N. T., Batista, A. P., & Chase, S. M. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2109643118 · Cited by 18

Reward and value coding by dopamine neurons in non-human primates

Alikaya, A., Rack-Wildner, M., & Stauffer, W. R. (2017) · Journal of Neural Transmission · doi:10.1007/s00702-017-1793-9 · Cited by 20

Performance error-related activity in monkey striatum during social interactions

Báez-Mendoza, R., & Schultz, W. (2016) · Scientific Reports · doi:10.1038/srep37199 · Cited by 18

Representation of Anticipated Rewards and Punishments in the Human Brain

Ben‐Zion, Z., & Levy, I. (2024) · Annual Review of Psychology · doi:10.1146/annurev-psych-022324-042614 · Cited by 21

Networks of VTA Neurons Encode Real-Time Information about Uncertain Numbers of Actions Executed to Earn a Reward

Wood, J. T., Simon, N. W., Koerner, F. S., Kass, R. E., & Moghaddam, B. (2017) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2017.00140 · Cited by 17

Nucleus accumbens D1-receptors regulate and focus transitions to reward-seeking action

Grima, L. L., Panayi, M. C., Härmson, O., Syed, E. C. J., Manohar, S., Husain, M., & Walton, M. E. (2022) · Neuropsychopharmacology · doi:10.1038/s41386-022-01312-6 · Cited by 19

Reliable population code for subjective economic value from heterogeneous neuronal signals in primate orbitofrontal cortex

Ferrari-Toniolo, S., & Schultz, W. (2023) · Neuron · doi:10.1016/j.neuron.2023.08.009 · Cited by 18

Reduced neural encoding of utility prediction errors in cocaine addiction

Konova, A. B., Ceceli, A. O., Horga, G., Moeller, S. J., Alia‐Klein, N., & Goldstein, R. Z. (2023) · Neuron · doi:10.1016/j.neuron.2023.09.015 · Cited by 20

Economic risk coding by single neurons in the orbitofrontal cortex

O’Neill, M. J., & Schultz, W. (2014) · Journal of Physiology-Paris · doi:10.1016/j.jphysparis.2014.06.002 · Cited by 16

Dopaminergic impact on local and global cortical circuit processing during learning

Happel, M. F. K. (2015) · Behavioural Brain Research · doi:10.1016/j.bbr.2015.11.016 · Cited by 19

LinkRbrain: Multi-scale data integrator of the brain

Mesmoudi, S., Rodic, M., Cioli, C., Cointet, J., Yarkoni, T., & Burnod, Y. (2014) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2014.12.008 · Cited by 16

To Act or Not to Act: Endocannabinoid/Dopamine Interactions in Decision-Making

Hernández, G., & Cheer, J. F. (2015) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2015.00336 · Cited by 16

Rewarding images do not invoke the reward positivity: They inflate it

Brown, D. R., & Cavanagh, J. F. (2018) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2018.02.012 · Cited by 18

Predictive coding of the statistical parameters of uncertain rewards by orbitofrontal neurons

O’Neill, M. J., & Schultz, W. (2018) · Behavioural Brain Research · doi:10.1016/j.bbr.2018.04.041 · Cited by 16

Primate prefrontal neurons signal economic risk derived from the statistics of recent reward experience

Fabian Grabenhorst, B., Tsutsui, K., Kobayashi, S., & Schultz, W. (2019) · eLife · doi:10.7554/elife.44838 · Cited by 17

Dopamine release and its control over early Pavlovian learning differs between the NAc core and medial NAc shell

Stelly, C. E., Girven, K. S., Lefner, M. J., Fonzi, K. M., & Wanat, M. J. (2021) · Neuropsychopharmacology · doi:10.1038/s41386-020-00941-z · Cited by 15

Involvement of A13 dopaminergic neurons in prehensile movements but not reward in the rat

Garau, C., Hayes, J., Chiacchierini, G., McCutcheon, J. E., & Apergis‐Schoute, J. (2023) · Current Biology · doi:10.1016/j.cub.2023.09.044 · Cited by 14

Cortico-striatal beta oscillations as a reward-related signal

Koloski, M. F., Hulyalkar, S., Barnes, S. A., Mishra, J., & Ramanathan, D. (2024) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/s13415-024-01208-6 · Cited by 14

Reward Bases: A simple mechanism for adaptive acquisition of multiple reward types

Millidge, B., Song, Y., Lak, A., Walton, M. E., & Bogacz, R. (2024) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1012580 · Cited by 20

Risky choice: Probability weighting explains independence axiom violations in monkeys

Ferrari-Toniolo, S., Seak, L. C. U., & Schultz, W. (2022) · Journal of Risk and Uncertainty · doi:10.1007/s11166-022-09388-7 · Cited by 14

Operant Costs Modulate Dopamine Release to Self-Administered Cocaine

Oliva, I., & Wanat, M. J. (2018) · Journal of Neuroscience · doi:10.1523/jneurosci.1721-18.2018 · Cited by 13

Amisulpride and l ‐DOPA modulate subcortical brain nuclei connectivity in resting‐state pharmacologic magnetic resonance imaging

Grimm, O., Kopfer, V., Küpper‐Tetzel, L., Deppert, V., Kuhn, M. M., de Greck, M., & Reif, A. (2019) · Human Brain Mapping · doi:10.1002/hbm.24913 · Cited by 14

Multiple systems in macaques for tracking prediction errors and other types of surprise

Grohn, J., Schüffelgen, U., Neubert, F.-X., Bongioanni, A., Verhagen, L., Sallet, J., Kolling, N., & Rushworth, M. F. S. (2020) · PLoS Biology · doi:10.1371/journal.pbio.3000899 · Cited by 13

Socially relative reward valuation in the primate brain

Isoda, M. (2020) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2020.11.008 · Cited by 13

Dopamine neuron activity evoked by sucrose and sucrose‐predictive cues is augmented by peripheral and central manipulations of glucose availability

Konanur, V., Hurh, S. J., Hsu, T. M., & Roitman, M. F. (2023) · European Journal of Neuroscience · doi:10.1111/ejn.16214 · Cited by 12

Dorsal raphe neurons integrate the values of reward amount, delay, and uncertainty in multi-attribute decision-making

Feng, Y.-Y., Bromberg-Martin, E. S., & Monosov, I. E. (2024) · Cell Reports · doi:10.1016/j.celrep.2024.114341 · Cited by 18

Nicotine and varenicline ameliorate changes in reward-based choice strategy and altered decision-making in methamphetamine-treated rats

Mizoguchi, H., Wang, T., Kusaba, M., Fukumoto, K., & Yamada, K. (2018) · Behavioural Brain Research · doi:10.1016/j.bbr.2018.06.016 · Cited by 12

Superstitious learning of abstract order from random reinforcement

Jin, Y., Jensen, G., Gottlieb, J. P., & Ferrera, V. P. (2022) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2202789119 · Cited by 12

Learning Contextual Reward Expectations for Value Adaptation

Rigoli, F., Chew, B., Dayan, P., & Dolan, R. J. (2017) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_01191 · Cited by 12

A Cognitive Model Based on Neuromodulated Plasticity

Huang, J., Ruan, X., Yu, N., Fan, Q., Li, J., & Cai, J. (2016) · Computational Intelligence and Neuroscience · doi:10.1155/2016/4296356 · Cited by 11

The power of price compels you: Behavioral economic insights into dopamine-based valuation of rewarding and aversively motivated behavior

Oleson, E. B., & Roberts, J. B. (2018) · Brain Research · doi:10.1016/j.brainres.2018.11.043 · Cited by 12

Lateral habenula neurons signal step-by-step changes of reward prediction

Lee, H., & Hikosaka, O. (2022) · iScience · doi:10.1016/j.isci.2022.105440 · Cited by 10

Adaptation of utility functions to reward distribution in rhesus monkeys

Bujold, P. M., Ferrari-Toniolo, S., & Schultz, W. (2021) · Cognition · doi:10.1016/j.cognition.2021.104764 · Cited by 11

Reward and plasticity: Implications for neurorehabilitation

Johnson, B. P., & Cohen, L. G. (2022) · Handbook of clinical neurology · doi:10.1016/b978-0-12-819410-2.00018-7 · Cited by 15

Reward Value Revealed by Auction in Rhesus Monkeys

Al-Mohammad, A., & Schultz, W. (2020) · Journal of Neuroscience · doi:10.1523/jneurosci.1275-21.2021 · Cited by 8

Reward-Bases: Dopaminergic Mechanisms for Adaptive Acquisition of Multiple Reward TypesPreprint

Millidge, B., Song, Y.-H., Lak, A., Walton, M., & Bogacz, R. (2023) · bioRxiv · doi:10.1101/2023.05.09.540067 · Cited by 7

Nutrient-Sensitive Reinforcement Learning in Monkeys

Huang, F.-Y., & Fabian Grabenhorst, B. (2023) · Journal of Neuroscience · doi:10.1523/jneurosci.0752-22.2022 · Cited by 8

Electrophysiological Correlates of Reward Processing in Dopamine Neurons

Schultz, W. (2016) · Elsevier eBooks · doi:10.1016/b978-0-12-805308-9.00002-6 · Cited by 10

Subjective utility moderates bidirectional effects of conflicting motivations on pain perception

Becker, S., Gandhi, W., Chen, Y. J., & Schweinhardt, P. (2017) · Scientific Reports · doi:10.1038/s41598-017-08454-4 · Cited by 11

Distinct roles of the orbitofrontal cortex, ventral striatum, and dopamine neurons in counterfactual thinking of decision outcomes

Yun, M., Nejime, M., Kawai, T., Kunimatsu, J., Yamada, H., Kim, H. R., & Matsumoto, M. (2023) · Science Advances · doi:10.1126/sciadv.adh2831 · Cited by 9

Flexible updating of reward and punishment contingencies by VTA GABA neurons

Lefner, M. J., & Moghaddam, B. (2025) · Current Biology · doi:10.1016/j.cub.2025.07.021 · Cited by 10

Neuronal origins of reduced accuracy and biases in economic choices under sequential offers

Shi, W., Ballesta, S., & Padoa‐Schioppa, C. (2022) · eLife · doi:10.7554/elife.75910 · Cited by 7

Modeling drug addiction in females: how internal state and environmental context facilitate vulnerability

Kiraly, D. D., Walker, D. M., & Calipari, E. S. (2018) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2018.02.003 · Cited by 9

Neuronal mechanisms for sequential activation of memory items: Dynamics and reliability

Ersöz, E. K., Aguilar, C., Chossat, P., Крупа, М. М., & Lavigne, F. (2020) · PLoS ONE · doi:10.1371/journal.pone.0231165 · Cited by 8

The effect of effort on reward prediction error signals in midbrain dopamine neurons

Tanaka, S., Taylor, J. E., & Sakagami, M. (2021) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2021.07.004 · Cited by 8

Dopamine neurons encode trial-by-trial subjective reward value in an auction-like task

Hill, D. F., Hickman, R. W., Al-Mohammad, A., Stasiak, A., & Schultz, W. (2024) · Nature Communications · doi:10.1038/s41467-024-52311-8 · Cited by 9

The effect of transcranial Direct Current Stimulation on the Iowa Gambling Task: a scoping review

Salice, S., Antonietti, A., & Colautti, L. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1454796 · Cited by 7

Recruitment of specific dopamine neuron sub-circuits by opioids

Morison, S. L., Doster, L. B., Vigotsky, A. D., Centeno, M. V., del Rey, N. L., Apkarian, A. V., & Awatramani, R. B. (2025) · Addiction Neuroscience · doi:10.1016/j.addicn.2025.100233 · Cited by 8

The devilish details affecting TDRL models in dopamine research

Zhang, Z., Costa, K. M., Langdon, A., & Schoenbaum, G. M. (2025) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2025.02.001 · Cited by 8

So what'cha want? The impact of individualised rewards on associative learning in psychopathic offenders

Glimmerveen, J. C., Maes, J. H. R., Bulten, E., Scheper, I., & Brazil, I. A. (2022) · Cortex · doi:10.1016/j.cortex.2022.01.006 · Cited by 6

Evolution of in vivo dopamine monitoring techniques

Yocky, A. G., & Covey, D. P. (2020) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2020.173078 · Cited by 8

Dorsal raphe neurons signal integrated value during multi-attribute decision-makingPreprint

Feng, Y.-Y., Bromberg-Martin, E. S., & Monosov, I. E. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.08.17.553745 · Cited by 6

A decision-space model explains context-specific decision-making

Beck, D. W., Heaton, C. N., Davila, L. D., Rakocevic, L. I., Drammis, S. M., Tyulmankov, D., Giri, A., Beck, S. U., Zhang, Q., Pokojovy, M., et al. (2025) · Nature Communications · doi:10.1038/s41467-025-61466-x · Cited by 5

Ventral Midbrain NMDA Receptor Blockade: From Enhanced Reward and Dopamine Inactivation

Hernández, G., Cossette, M., Shizgal, P., & Rompré, P.-P. (2016) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2016.00161 · Cited by 6

Distinct cortico-striatal compartments drive competition between adaptive and automatized behavior

Barnett, W. H., Kuznetsov, A. S., & Lapish, C. C. (2023) · PLoS ONE · doi:10.1371/journal.pone.0279841 · Cited by 6

Delays to reward delivery enhance the preference for an initially less desirable option: role for the basolateral amygdala and retrosplenial cortex

Lefner, M. J., Magnon, A. P., Gutierrez, J. M., Lopez, M. R., & Wanat, M. J. (2021) · Journal of Neuroscience · doi:10.1523/jneurosci.0438-21.2021 · Cited by 6

Phasic Dopamine Signaling in Action Selection and Reinforcement Learning

Redgrave, P., Vautrelle, N., Overton, P. G., & Reynolds, J. N. J. (2016) · Handbook of behavioral neuroscience · doi:10.1016/b978-0-12-802206-1.00034-9 · Cited by 5

Modeling Serotonin’s Contributions to Basal Ganglia Dynamics

Balasubramani, P. P., Chakravarthy, V. S., Ravindran, B., & Moustafa, A. A. (2018) · Cognitive science and technology · doi:10.1007/978-981-10-8494-2_12 · Cited by 5

Heterogeneous dopamine signals support distinct features of motivated actions: implications for learning and addictionPreprint

Saddoris, M. P., Siletti, K. A., Stansfield, K. J., & Bercum, F. M. (2018) · Learning & Memory · doi:10.1101/lm.047019.117 · Cited by 8

Transcriptional and Anatomical Diversity of Medium Spiny Neurons in the Primate StriatumPreprint

He, J., Kleyman, M., Chen, J., Alikaya, A., Rothenhoefer, K. M., Öztürk, B. E., Wirthlin, M. E., Bostan, A. C., Fish, K. N., Byrne, L. C., et al. (2021) · SSRN Electronic Journal · doi:10.2139/ssrn.3904348 · Cited by 5

Breaking boundaries: Dopamine’s role in prediction error, salient novelty, and memory reconsolidation

O'Neill, O. S., & Winters, B. D. (2025) · Neuroscience · doi:10.1016/j.neuroscience.2025.12.038 · Cited by 4

How Are Food Preferences Formed and Changed? Sensory Contributions to Anticipatory and Consummatory Processing of Food Reward

Khorisantono, P. A., & Seubert, J. (2024) · Springer eBooks · doi:10.1007/978-3-031-41375-9_5 · Cited by 5

Distributed midbrain responses signal the content of positive identity prediction errors

Howard, J. D., Edmonds, D., Schoenbaum, G. M., & Kahnt, T. (2024) · Current Biology · doi:10.1016/j.cub.2024.07.105 · Cited by 4

Dynamic coding and sequential integration of multiple reward attributes by primate amygdala neurons

Fabian Grabenhorst, B., & Báez-Mendoza, R. (2025) · Nature Communications · doi:10.1038/s41467-025-58270-y · Cited by 6

Moral Metaphysics, Moral Psychology, and the Cognitive Sciences

Railton, P. (2019) · Oxford University Press eBooks · doi:10.1093/oso/9780190639679.003.0004 · Cited by 4

Predictions about reward outcomes in rhesus monkeys.

Huang, Y., Chang, H., Santos, L. R., & Rosati, A. G. (2023) · Behavioral Neuroscience · doi:10.1037/bne0000573 · Cited by 4

Smarter than humans: rationality reflected in primate neuronal reward signals

Schultz, W., Stauffer, W. R., Lak, A., & Pastor‐Bernier, A. (2021) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2021.03.021 · Cited by 4

Shared roles of dorsal and subgenual anterior cingulate cortices in economic decisionsPreprint

Azab, H., & Hayden, B. Y. (2016) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/074484 · Cited by 5

Acetylcholine-dependent phasic dopamine activity signals exploratory locomotion and choicesPreprint

Naudé, J., Didienne, S., Takillah, S., Solié, C., Maskos, U., & Fauré, P. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/242438 · Cited by 5

Pain is so close to pleasure: the same dopamine neurons can mediate approach and avoidance in DrosophilaPreprint

Döringer, D., Rohrsen, C., de Bivort, B. L., Huetteroth, W., & Brembs, B. (2021) · eLife · doi:10.1101/2021.10.04.463010 · Cited by 7

The cognitive basis of intracranial self-stimulation of midbrain dopamine neuronsPreprint

Millard, S. J., Hoang, I. B., Greer, Z., O’Connor, S. L., Wassum, K. M., James, M. H., Barker, D. J., & Sharpe, M. J. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.08.11.503670 · Cited by 5

Diminishing sensitivity and absolute difference in value-driven attention

Kim, S., Harman, J. L., & Beck, M. R. (2022) · Journal of Vision · doi:10.1167/jov.22.1.12 · Cited by 3

The biological and behavioral computations that influence dopamine responses

Stauffer, W. R. (2018) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2018.02.005 · Cited by 3

Cue-Evoked Dopamine Neuron Activity Helps Maintain but Does Not Encode Expected Value

Mendoza, J. A., Lafferty, C. K., Yang, A. K., & Britt, J. P. (2019) · Cell Reports · doi:10.1016/j.celrep.2019.09.077 · Cited by 2

27th Annual Computational Neuroscience Meeting (CNS*2018): Part One

Manninen, T., Saudargienė, A., Havela, R., & Linne, M. (2018) · BMC Neuroscience · doi:10.1186/s12868-018-0452-x · Cited by 3

The dopamine reward prediction error signal

Schultz, W. (2025) · Handbook of behavioral neuroscience · doi:10.1016/b978-0-443-29867-7.00027-x · Cited by 6

Neural Mechanisms of Decision Making Under Risk of Punishment: Insights From Rodent Models

Pyon, W. S., Bizon, J. L., & Setlow, B. (2025) · Wiley Interdisciplinary Reviews Cognitive Science · doi:10.1002/wcs.70012 · Cited by 3

Conditioned accumbal dopamine transients forecast individual preference for drug versus natural rewards and compulsive behavior

Pascoli, V., Python, L., Hiver, A., van Zessen, R., Chaudun, F., Hinz, J., Flakowski, J., Girard, B. J. T., Reva, M., Bellone, C., et al. (2026) · Nature Neuroscience · doi:10.1038/s41593-026-02331-y · Cited by 2

A Role For Orbitofrontal Neurons in Risky Decisions

Lak, A., & Stauffer, W. R. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.4325-14.2015 · Cited by 2

To lie or to tell the truth? The influence of processing the opponent’s feedback on the forthcoming choice

Zheltyakova, M., Korotkov, A. D., Cherednichenko, D. V., Didur, M., & Kireev, M. V. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1275884 · Cited by 3

Reward

Schultz, W. (2015) · Elsevier eBooks · doi:10.1016/b978-0-12-397025-1.00059-2 · Cited by 3

Anger, agency, risk and action: a neurobehavioral model with proof-of-concept in healthy young adults

White, T. L., Gonsalves, M. A., Zimmerman, C. S., Joyce, H., Cohen, R. A., Clark, U. S., Sweet, L. H., Lejuez, C. W., & Nitenson, A. Z. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1060877 · Cited by 2

The interaction between emotion and economic decision-making

Charpentier, C. J. (2016) · UCL Discovery (University College London) · Cited by 2

Transcriptional Diversity of Medium Spiny Neurons in the Primate StriatumPreprint

He, J., Kleyman, M., Chen, J., Alikaya, A., Rothenhoefer, K. M., Öztürk, B. E., Wirthlin, M. E., Fish, K. N., Byrne, L. C., Pfenning, A. R., et al. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.10.25.354159 · Cited by 2

Mechanisms Underlying Economic Revealed Preference Of Multi-Component Bundles In Primate Orbitofrontal CortexPreprint

Pastor‐Bernier, A., & Schultz, W. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.03.02.433629 · Cited by 2

Orthogonal but linked neural codes for valuePreprint

Maisson, D. J.-N., Fine, J. M., Yoo, S. B. M., Cash-Padgett, T. V., Wang, M. Z., Sleezer, B. J., Zimmermann, J., & Hayden, B. Y. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.07.27.453966 · Cited by 1

Dopamine neurons encode trial-by-trial subjective reward value in an auction-like taskPreprint

Hill, D. F., Hickman, R. W., Al-Mohammad, A., Stasiak, A., & Schultz, W. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4331777 · Cited by 2

A bioinspired model of decision making guided by reward dimensions and a motivational state

Gómez-Martínez, D. G., Muñoz-Capote, A., Hernández, O., Robles, F., & Ramos, F. (2025) · Neurocomputing · doi:10.1016/j.neucom.2025.129806 · Cited by 1

Preferences for fat, sugar, and oral-sensory food qualities in monkeys and humans

Huang, F.-Y., & Fabian Grabenhorst, B. (2025) · Physiology & Behavior · doi:10.1016/j.physbeh.2025.114998 · Cited by 1

Oral L-Dopa Disrupts Behavioral Self-Control in Male Fighting Fish (Betta splendens)

Velkey, A. J., Watson, K., White, N., Agi, A., Doebler-Alligood, G., Tilmont, I., Sweeten, B. W., & Kinslow, K. (2025) · Fishes · doi:10.3390/fishes10100518 · Cited by 1

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Risky choice: probability weighting explains Independence Axiom violations in monkeysPreprint

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Outcome-specific reward processing and decision-making

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Systematic Comparison of Risky Choices in Humans and MonkeysPreprint

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Electrophysiological Correlates of Reward Processing in Dopamine Neurons

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Phasic dopamine signals: from subjective reward value to formal economic utility

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Article Dopamine Reward Prediction Error Responses Reflect Marginal Utility

Stauffer, W. R., Lak, A., & Schultz, W. (2014)

Dopamine Reward Prediction Error Responses Reflect Marginal Utility

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The phasic dopamine signal maturing: from reward via behavioural activation to formal economic utility

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