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Maarten Speekenbrink - Publications

Affiliations: 
University College London, London, United Kingdom 
Area:
learning, decision making, reinforcement learning, cognitive models, mathematical psychology
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32 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
2022 Wu CM, Schulz E, Pleskac TJ, Speekenbrink M. Time pressure changes how people explore and respond to uncertainty. Scientific Reports. 12: 4122. PMID 35260717 DOI: 10.1038/s41598-022-07901-1  0.665
2021 Tickle H, Tsetsos K, Speekenbrink M, Summerfield C. Human optional stopping in a heteroscedastic world. Psychological Review. PMID 34570524 DOI: 10.1037/rev0000315  0.716
2020 Wu CM, Schulz E, Speekenbrink M, Nelson JD, Meder B. Author Correction: Generalization guides human exploration in vast decision spaces. Nature Human Behaviour. PMID 33097919 DOI: 10.1038/s41562-020-00958-w  0.655
2020 Stojić H, Schulz E, P Analytis P, Speekenbrink M. It's new, but is it good? How generalization and uncertainty guide the exploration of novel options. Journal of Experimental Psychology. General. 149: 1878-1907. PMID 32191080 DOI: 10.1037/Xge0000749  0.734
2020 Stojić H, Orquin JL, Dayan P, Dolan RJ, Speekenbrink M. Uncertainty in learning, choice, and visual fixation. Proceedings of the National Academy of Sciences of the United States of America. PMID 31980535 DOI: 10.1073/Pnas.1911348117  0.46
2019 Harris AJL, Sildmäe O, Speekenbrink M, Hahn U. The potential power of experience in communications of expert consensus levels Journal of Risk Research. 22: 593-609. DOI: 10.1080/13669877.2018.1440416  0.362
2018 Wu CM, Schulz E, Speekenbrink M, Nelson JD, Meder B. Generalization guides human exploration in vast decision spaces. Nature Human Behaviour. 2: 915-924. PMID 30988442 DOI: 10.1038/S41562-018-0467-4  0.713
2018 Schulz E, Wu CM, Huys QJM, Krause A, Speekenbrink M. Generalization and Search in Risky Environments. Cognitive Science. PMID 30390325 DOI: 10.1111/Cogs.12695  0.71
2018 Schulz E, Speekenbrink M, Krause A. A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions Journal of Mathematical Psychology. 85: 1-16. DOI: 10.1016/J.Jmp.2018.03.001  0.673
2017 Schulz E, Tenenbaum JB, Duvenaud D, Speekenbrink M, Gershman SJ. Compositional inductive biases in function learning. Cognitive Psychology. 99: 44-79. PMID 29154187 DOI: 10.1016/J.Cogpsych.2017.11.002  0.671
2017 Schulz E, Konstantinidis E, Speekenbrink M. Putting Bandits Into Context: How Function Learning Supports Decision Making. Journal of Experimental Psychology. Learning, Memory, and Cognition. PMID 29130693 DOI: 10.1037/Xlm0000463  0.727
2017 Weiss-Cohen L, Konstantinidis E, Speekenbrink M, Harvey N. Task complexity moderates the influence of descriptions in decisions from experience. Cognition. 170: 209-227. PMID 29078094 DOI: 10.1016/J.Cognition.2017.10.005  0.422
2016 Georgiev D, Rocchi L, Tocco P, Speekenbrink M, Rothwell JC, Jahanshahi M. Continuous Theta Burst Stimulation Over the Dorsolateral Prefrontal Cortex and the Pre-SMA Alter Drift Rate and Response Thresholds Respectively During Perceptual Decision-Making. Brain Stimulation. PMID 27157058 DOI: 10.1016/J.Brs.2016.04.004  0.384
2016 Tickle H, Speekenbrink M, Tsetsos K, Michael E, Summerfield C. Near-optimal Integration of Magnitude in the Human Parietal Cortex. Journal of Cognitive Neuroscience. 1-15. PMID 26741801 DOI: 10.1162/Jocn_A_00918  0.699
2016 Schulz E, Huys QJM, Bach DR, Speekenbrink M, Krause A. Better safe than sorry: Risky function exploitation through safe optimization Cognitive Science. 1140-1145. DOI: 10.5167/Uzh-134707  0.681
2016 Weiss-Cohen L, Konstantinidis E, Speekenbrink M, Harvey N. Incorporating conflicting descriptions into decisions from experience Organizational Behavior and Human Decision Processes. 135: 55-69. DOI: 10.1016/J.Obhdp.2016.05.005  0.413
2016 Speekenbrink M. A tutorial on particle filters Journal of Mathematical Psychology. 73: 140-152. DOI: 10.1016/J.Jmp.2016.05.006  0.311
2015 Huang YT, Georgiev D, Foltynie T, Limousin P, Speekenbrink M, Jahanshahi M. Different effects of dopaminergic medication on perceptual decision-making in Parkinson's disease as a function of task difficulty and speed-accuracy instructions. Neuropsychologia. 75: 577-87. PMID 26184442 DOI: 10.1016/J.Neuropsychologia.2015.07.012  0.362
2015 Speekenbrink M, Konstantinidis E. Uncertainty and exploration in a restless bandit problem. Topics in Cognitive Science. 7: 351-67. PMID 25899069 DOI: 10.1111/Tops.12145  0.447
2015 Cappelletti M, Pikkat H, Upstill E, Speekenbrink M, Walsh V. Learning to integrate versus inhibiting information is modulated by age. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 2213-25. PMID 25653376 DOI: 10.1523/Jneurosci.1018-14.2015  0.356
2015 Bramley NR, Lagnado DA, Speekenbrink M. Conservative forgetful scholars: How people learn causal structure through sequences of interventions. Journal of Experimental Psychology. Learning, Memory, and Cognition. 41: 708-31. PMID 25329086 DOI: 10.1037/Xlm0000061  0.402
2014 Osman M, Ryterska A, Karimi K, Tu L, Obeso I, Speekenbrink M, Jahanshahi M. The effects of dopaminergic medication on dynamic decision making in Parkinson's disease. Neuropsychologia. 53: 157-64. PMID 24269857 DOI: 10.1016/J.Neuropsychologia.2013.10.024  0.419
2014 Konstantinidis E, Speekenbrink M, Stout JC, Ahn W, Shanks DR. To simulate or not? Comment on Steingroever, Wetzels, and Wagenmakers (2014). Decision. 1: 184-191. DOI: 10.1037/DEC0000016  0.394
2012 Osman M, Speekenbrink M. Prediction and control in a dynamic environment. Frontiers in Psychology. 3: 68. PMID 22419913 DOI: 10.3389/Fpsyg.2012.00068  0.315
2012 Berry CJ, Shanks DR, Speekenbrink M, Henson RN. Models of recognition, repetition priming, and fluency: exploring a new framework. Psychological Review. 119: 40-79. PMID 22022831 DOI: 10.1037/A0025464  0.697
2011 Speekenbrink M, Shanks DR. Is everyone Bayes? On the testable implications of Bayesian Fundamentalism – Erratum Behavioral and Brain Sciences. 34: 291-291. DOI: 10.1017/S0140525X11001828  0.532
2011 Osman M, Speekenbrink M. Cue utilization and strategy application in stable and unstable dynamic environments Cognitive Systems Research. 12: 355-364. DOI: 10.1016/J.Cogsys.2010.12.004  0.378
2010 Speekenbrink M, Shanks DR. Learning in a changing environment. Journal of Experimental Psychology. General. 139: 266-98. PMID 20438252 DOI: 10.1037/A0018620  0.585
2010 Lagnado DA, Speekenbrink M. The Influence of Delays in Real-Time Causal Learning~!2009-10-01~!2010-01-07~!2010-07-13~! The Open Psychology Journal. 3: 184-195. DOI: 10.2174/1874350101003020184  0.319
2010 Lagnado DA, Speekenbrink M. The Influence of Delays in Real-Time Causal Learning The Open Psychology Journal. 3: 184-195. DOI: 10.2174/1874350101003010184  0.339
2010 Speekenbrink M, Lagnado DA, Wilkinson L, Jahanshahi M, Shanks DR. Models of probabilistic category learning in Parkinson’s disease: Strategy use and the effects of L-dopa Journal of Mathematical Psychology. 54: 123-136. DOI: 10.1016/J.Jmp.2009.07.004  0.51
2008 Speekenbrink M, Channon S, Shanks DR. Learning strategies in amnesia. Neuroscience and Biobehavioral Reviews. 32: 292-310. PMID 17854893 DOI: 10.1016/J.Neubiorev.2007.07.005  0.585
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