☰

Eric Schulz - Publications

Affiliations: 
2014-2017 Experimental Psychology University College London, London, United Kingdom 
Tree Info Similar researchers PubMed Report error

25 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 Binz M, Dasgupta I, Jagadish AK, Botvinick M, Wang JX, Schulz E. Meta-Learned Models of Cognition. The Behavioral and Brain Sciences. 1-38. PMID 37994495 DOI: 10.1017/S0140525X23003266  0.319
2023 Giron AP, Ciranka S, Schulz E, van den Bos W, Ruggeri A, Meder B, Wu CM. Developmental changes in exploration resemble stochastic optimization. Nature Human Behaviour. PMID 37591981 DOI: 10.1038/s41562-023-01662-1  0.301
2023 Wu S, Éltető N, Dasgupta I, Schulz E. Chunking as a rational solution to the speed-accuracy trade-off in a serial reaction time task. Scientific Reports. 13: 7680. PMID 37169785 DOI: 10.1038/s41598-023-31500-3  0.353
2023 Binz M, Schulz E. Using cognitive psychology to understand GPT-3. Proceedings of the National Academy of Sciences of the United States of America. 120: e2218523120. PMID 36730192 DOI: 10.1073/pnas.2218523120  0.331
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  0.643
2022 Binz M, Gershman SJ, Schulz E, Endres D. Heuristics from bounded meta-learned inference. Psychological Review. PMID 34990160 DOI: 10.1037/rev0000330  0.382
2021 Tomov MS, Schulz E, Gershman SJ. Multi-task reinforcement learning in humans. Nature Human Behaviour. PMID 33510391 DOI: 10.1038/s41562-020-01035-y  0.433
2020 Schulz E, Dayan P. Computational Psychiatry for Computers. Iscience. 23: 101772. PMID 33294781 DOI: 10.1016/j.isci.2020.101772  0.372
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  0.624
2020 Wu CM, Schulz E, Garvert MM, Meder B, Schuck NW. Similarities and differences in spatial and non-spatial cognitive maps. Plos Computational Biology. 16: e1008149. PMID 32903264 DOI: 10.1371/Journal.Pcbi.1008149  0.45
2020 Dasgupta I, Schulz E, Tenenbaum JB, Gershman SJ. A theory of learning to infer. Psychological Review. 127: 412-441. PMID 32223286 DOI: 10.1037/Rev0000178  0.413
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  0.707
2020 Schulz E, Franklin NT, Gershman SJ. Finding structure in multi-armed bandits. Cognitive Psychology. 119: 101261. PMID 32059133 DOI: 10.1016/J.Cogpsych.2019.101261  0.554
2020 Wu CM, Schulz E, Gershman SJ. Inference and Search on Graph-Structured Spaces Computational Brain & Behavior. 4: 125-147. DOI: 10.1007/s42113-020-00091-x  0.411
2019 Schulz E, Wu CM, Ruggeri A, Meder B. Searching for Rewards Like a Child Means Less Generalization and More Directed Exploration. Psychological Science. 956797619863663. PMID 31652093 DOI: 10.1177/0956797619863663  0.314
2019 Schulz E, Bhui R, Love BC, Brier B, Todd MT, Gershman SJ. Structured, uncertainty-driven exploration in real-world consumer choice. Proceedings of the National Academy of Sciences of the United States of America. PMID 31235598 DOI: 10.1073/Pnas.1821028116  0.5
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  0.696
2018 Schulz E, Gershman SJ. The algorithmic architecture of exploration in the human brain. Current Opinion in Neurobiology. 55: 7-14. PMID 30529148 DOI: 10.1016/J.Conb.2018.11.003  0.463
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  0.698
2018 Dasgupta I, Schulz E, Goodman ND, Gershman SJ. Remembrance of inferences past: Amortization in human hypothesis generation. Cognition. 178: 67-81. PMID 29793110 DOI: 10.1016/J.Cognition.2018.04.017  0.351
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  0.65
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  0.663
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  0.709
2017 Dasgupta I, Schulz E, Gershman SJ. Where do hypotheses come from? Cognitive Psychology. 96: 1-25. PMID 28586634 DOI: 10.1016/J.Cogpsych.2017.05.001  0.377
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  0.672
Show low-probability matches.