Robert C. Wilson - Publications

Princeton University, Princeton, NJ 
reinforcement learning, decision making, neural networks

42 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Du YK, Liang M, McAvan AS, Wilson RC, Ekstrom AD. Frontal-midline oscillations index the evolution of spatial memory during active navigation. Biorxiv : the Preprint Server For Biology. PMID 37131721 DOI: 10.1101/2023.04.22.537940  0.568
2023 Wang S, Gerken B, Wieland JR, Wilson RC, Fellous JM. The effects of time horizon and guided choices on explore-exploit decisions in rodents. Behavioral Neuroscience. PMID 36633987 DOI: 10.1037/bne0000549  0.663
2022 Harootonian SK, Ekstrom AD, Wilson RC. Combination and competition between path integration and landmark navigation in the estimation of heading direction. Plos Computational Biology. 18: e1009222. PMID 35143474 DOI: 10.1371/journal.pcbi.1009222  0.733
2022 Smith R, Taylor S, Wilson RC, Chuning AE, Persich MR, Wang S, Killgore WDS. Lower Levels of Directed Exploration and Reflective Thinking Are Associated With Greater Anxiety and Depression. Frontiers in Psychiatry. 12: 782136. PMID 35126200 DOI: 10.3389/fpsyt.2021.782136  0.416
2021 Prat-Carrabin A, Wilson RC, Cohen JD, Azeredo da Silveira R. Human inference in changing environments with temporal structure. Psychological Review. PMID 34516148 DOI: 10.1037/rev0000276  0.538
2021 Feng SF, Wang S, Zarnescu S, Wilson RC. The dynamics of explore-exploit decisions reveal a signal-to-noise mechanism for random exploration. Scientific Reports. 11: 3077. PMID 33542333 DOI: 10.1038/s41598-021-82530-8  0.452
2021 Sadeghiyeh H, Wang S, Kyllo HM, Alberhasky MR, Savita S, Kellohen KL, Wilson RC. On the Psychology of the Psychology Subject Pool: An Exploratory Test of the Good Student Effect. Journal of Individual Differences. 42: 30-40. DOI: 10.1027/1614-0001/A000327  0.419
2020 Grilli MD, McVeigh KS, Hakim ZM, Wank AA, Getz SJ, Levin BE, Ebner NC, Wilson RC. Is this phishing? Older age is associated with greater difficulty discriminating between safe and malicious emails. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences. PMID 33378418 DOI: 10.1093/geronb/gbaa228  0.744
2020 Sundman MH, Lim K, Ton That V, Mizell JM, Ugonna C, Rodriguez R, Chen NK, Fuglevand AJ, Liu Y, Wilson RC, Fellous JM, Rapcsak S, Chou YH. Transcranial magnetic stimulation reveals diminished homoeostatic metaplasticity in cognitively impaired adults. Brain Communications. 2: fcaa203. PMID 33376989 DOI: 10.1093/braincomms/fcaa203  0.748
2020 Hakim ZM, Ebner NC, Oliveira DS, Getz SJ, Levin BE, Lin T, Lloyd K, Lai VT, Grilli MD, Wilson RC. The Phishing Email Suspicion Test (PEST) a lab-based task for evaluating the cognitive mechanisms of phishing detection. Behavior Research Methods. PMID 33078362 DOI: 10.3758/s13428-020-01495-0  0.777
2020 Harootonian SK, Wilson RC, Hejtmánek L, Ziskin EM, Ekstrom AD. Path integration in large-scale space and with novel geometries: Comparing vector addition and encoding-error models. Plos Computational Biology. 16: e1007489. PMID 32379824 DOI: 10.1371/Journal.Pcbi.1007489  0.74
2020 Keung W, Hagen TA, Wilson RC. A divisive model of evidence accumulation explains uneven weighting of evidence over time. Nature Communications. 11: 2160. PMID 32358501 DOI: 10.1038/S41467-020-15630-0  0.753
2020 Sadeghiyeh H, Wang S, Alberhasky MR, Kyllo HM, Shenhav A, Wilson RC. Temporal discounting correlates with directed exploration but not with random exploration. Scientific Reports. 10: 4020. PMID 32132573 DOI: 10.1038/S41598-020-60576-4  0.709
2019 Wilson RC, Shenhav A, Straccia M, Cohen JD. The Eighty Five Percent Rule for optimal learning. Nature Communications. 10: 4646. PMID 31690723 DOI: 10.1038/S41467-019-12552-4  0.713
2019 Kane GA, Bornstein AM, Shenhav A, Wilson RC, Daw ND, Cohen JD. Rats exhibit similar biases in foraging and intertemporal choice tasks. Elife. 8. PMID 31532391 DOI: 10.7554/Elife.48429  0.774
2019 Keung W, Hagen TA, Wilson RC. Regulation of evidence accumulation by pupil-linked arousal processes. Nature Human Behaviour. 3: 636-645. PMID 31190022 DOI: 10.1038/S41562-019-0551-4  0.752
2019 Kane GA, Bornstein AM, Shenhav A, Wilson RC, Daw ND, Cohen JD. Author response: Rats exhibit similar biases in foraging and intertemporal choice tasks Elife. DOI: 10.7554/Elife.48429.026  0.755
2018 Zhang F, Jaffe-Dax S, Wilson R, Emberson L. Prediction in infants and adults: A pupillometry study. Developmental Science. e12780. PMID 30506618 DOI: 10.1111/Desc.12780  0.316
2018 Wilson RC, Nassar MR, Tavoni G, Gold JI. Correction: A Mixture of Delta-Rules Approximation to Bayesian Inference in Change-Point Problems. Plos Computational Biology. 14: e1006210. PMID 29944654 DOI: 10.1371/Journal.Pcbi.1006210  0.751
2017 Zajkowski WK, Kossut M, Wilson RC. A causal role for right frontopolar cortex in directed, but not random, exploration. Elife. 6. PMID 28914605 DOI: 10.7554/Elife.27430  0.312
2017 Kane GA, Vazey EM, Wilson RC, Shenhav A, Daw ND, Aston-Jones G, Cohen JD. Increased locus coeruleus tonic activity causes disengagement from a patch-foraging task. Cognitive, Affective & Behavioral Neuroscience. PMID 28900892 DOI: 10.3758/S13415-017-0531-Y  0.726
2017 Warren CM, Wilson RC, van der Wee NJ, Giltay EJ, van Noorden MS, Cohen JD, Nieuwenhuis S. The effect of atomoxetine on random and directed exploration in humans. Plos One. 12: e0176034. PMID 28445519 DOI: 10.1371/Journal.Pone.0176034  0.582
2016 Somerville LH, Sasse SF, Garrad MC, Drysdale AT, Abi Akar N, Insel C, Wilson RC. Charting the Expansion of Strategic Exploratory Behavior During Adolescence. Journal of Experimental Psychology. General. PMID 27977227 DOI: 10.1037/Xge0000250  0.312
2016 Schuck NW, Cai MB, Wilson RC, Niv Y. Human Orbitofrontal Cortex Represents a Cognitive Map of State Space. Neuron. 91: 1402-1412. PMID 27657452 DOI: 10.1016/J.Neuron.2016.08.019  0.779
2016 Warren CM, Eldar E, van den Brink RL, Tona KD, van der Wee NJ, Giltay EJ, van Noorden MS, Bosch JA, Wilson RC, Cohen JD, Nieuwenhuis S. Catecholamine-Mediated Increases in Gain Enhance the Precision of Cortical Representations. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 36: 5699-708. PMID 27225761 DOI: 10.1523/Jneurosci.3475-15.2016  0.731
2015 Wilson RC, Niv Y. Is Model Fitting Necessary for Model-Based fMRI? Plos Computational Biology. 11: e1004237. PMID 26086934 DOI: 10.1371/Journal.Pcbi.1004237  0.631
2015 Niv Y, Daniel R, Geana A, Gershman SJ, Leong YC, Radulescu A, Wilson RC. Reinforcement learning in multidimensional environments relies on attention mechanisms. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 8145-57. PMID 26019331 DOI: 10.1523/Jneurosci.2978-14.2015  0.746
2014 Wilson RC, Geana A, White JM, Ludvig EA, Cohen JD. Humans use directed and random exploration to solve the explore-exploit dilemma. Journal of Experimental Psychology. General. 143: 2074-81. PMID 25347535 DOI: 10.1037/A0038199  0.768
2014 Wilson RC, Takahashi YK, Schoenbaum G, Niv Y. Orbitofrontal cortex as a cognitive map of task space. Neuron. 81: 267-79. PMID 24462094 DOI: 10.1016/J.Neuron.2013.11.005  0.637
2013 Wilson RC, Nassar MR, Gold JI. A mixture of delta-rules approximation to bayesian inference in change-point problems. Plos Computational Biology. 9: e1003150. PMID 23935472 DOI: 10.1371/Journal.Pcbi.1003150  0.781
2012 Nassar MR, Rumsey KM, Wilson RC, Parikh K, Heasly B, Gold JI. Rational regulation of learning dynamics by pupil-linked arousal systems. Nature Neuroscience. 15: 1040-6. PMID 22660479 DOI: 10.1038/Nn.3130  0.774
2011 Wilson RC, Niv Y. Inferring relevance in a changing world. Frontiers in Human Neuroscience. 5: 189. PMID 22291631 DOI: 10.3389/Fnhum.2011.00189  0.645
2011 Takahashi YK, Roesch MR, Wilson RC, Toreson K, O'Donnell P, Niv Y, Schoenbaum G. Expectancy-related changes in firing of dopamine neurons depend on orbitofrontal cortex. Nature Neuroscience. 14: 1590-7. PMID 22037501 DOI: 10.1038/Nn.2957  0.611
2010 Nassar MR, Wilson RC, Heasly B, Gold JI. An approximately Bayesian delta-rule model explains the dynamics of belief updating in a changing environment. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 30: 12366-78. PMID 20844132 DOI: 10.1523/Jneurosci.0822-10.2010  0.771
2010 Wilson RC, Nassar MR, Gold JI. Bayesian online learning of the hazard rate in change-point problems. Neural Computation. 22: 2452-76. PMID 20569174 DOI: 10.1162/Neco_A_00007  0.769
2010 Das SR, Lazarewicz MT, Wilson RC, Finkel LH. Sensitivity to motion features in upright and inverted point-light displays Journal of Vision. 6: 1032-1032. DOI: 10.1167/6.6.1032  0.738
2010 Gershman SJ, Wilson RC. The neural costs of optimal control Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010 0.473
2009 Das SR, Lazarewicz MT, Wilson RC, Finkel LH. Sensitivity to motion features in point light displays of biological motion. Spatial Vision. 22: 105-25. PMID 19228453 DOI: 10.1163/156856809787465627  0.741
2009 Wilson RC, Finkel LH. A neural implementation of the Kalman filter Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 2062-2070.  0.549
2006 Das SR, Wilson RC, Lazarewicz MT, Finkel LH. Two-stage PCA extracts spatiotemporal features for gait recognition Journal of Multimedia. 1: 9-17. DOI: 10.4304/Jmm.1.5.9-17  0.752
2006 Das SR, Wilson RC, Lazarewicz MT, Finkel LH. Gait recognition by two-stage principal component analysis Fgr 2006: Proceedings of the 7th International Conference On Automatic Face and Gesture Recognition. 2006: 579-584. DOI: 10.1109/FGR.2006.56  0.73
2006 Wilson RC, Das SR, Finkel LH. Motion as shape: A novel method for the recognition and prediction of biological motion Bmvc 2006 - Proceedings of the British Machine Vision Conference 2006. 669-678.  0.661
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