Publikationen: 
Computational Principles of Intelligence

Zeitschriftenartikel (11)

1.
Zeitschriftenartikel
Wu, C.; Schulz, E.; Pleskac, T.; Speekenbrink, M.: Time pressure changes how people explore and respond to uncertainty. Scientific Reports 12 (1), 4122 (2022)
2.
Zeitschriftenartikel
Binz, M.; Gershman, S.; Schulz, E.; Endres, D.: Heuristics From Bounded Meta-Learned Inference. Psychological Review Epub ahead (2022)
3.
Zeitschriftenartikel
Globig, L.; Witte, K.; Feng, G.; Sharot, T.: Under threat weaker evidence is required to reach undesirable conclusions. The Journal of Neuroscience 41 (30), S. 6502 - 6510 (2021)
4.
Zeitschriftenartikel
Meder, B.; Wu, C.; Schulz, E.; Ruggeri, A.: Development of directed and random exploration in children. Developmental Science 24 (4), S. 1 - 20 (2021)
5.
Zeitschriftenartikel
Tomov, M.; Schulz, E.; Gershman, S.: Multi-task reinforcement learning in humans. Nature Human Behaviour 5 (6), S. 764 - 773 (2021)
6.
Zeitschriftenartikel
Wu, C.; Schulz, E.; Gershman, S.: Inference and search on graph-structured spaces. Computational Brain & Behavior 4, S. 125 - 147 (2021)
7.
Zeitschriftenartikel
Yang, S.; Bill, J.; Drugowitsch, J.; Gershman, S.: Human visual motion perception shows hallmarks of Bayesian structural inference. Scientific Reports 11 (1), 3714, S. 1 - 14 (2021)
8.
Zeitschriftenartikel
Schulz, E.; Dayan, P.: Computational psychiatry for computers. iScience 23 (12), 101772, S. 1 - 9 (2020)
9.
Zeitschriftenartikel
Brändle, F.; Wu, C.; Schulz, E.: What are we curious about? Trends in Cognitive Sciences 24 (9), S. 685 - 687 (2020)
10.
Zeitschriftenartikel
Wu, C.; Schulz, E.; Garvert, M.; Meder, B.; Schuck, N.: Similarities and differences in spatial and non-spatial cognitive maps. PLoS Computational Biology 16 (9), S. 1 - 28 (2020)
11.
Zeitschriftenartikel
Schulz, E.; Quiroga, F.; Gershman, S.: Communicating compositional patterns. Open Mind: Discoveries in Cognitive Science 4, S. 25 - 39 (2020)

Buch (1)

12.
Buch
Dezza, I.; Wu, C.; Schulz, E.: The Drive for Knowledge: The Science of Human Information-Seeking. Cambridge University Press, Cambridge, UK (2022)

Buchkapitel (1)

13.
Buchkapitel
Brändle, F.; Binz, M.; Schulz, E.: Exploration beyond bandits. In: The Drive for Knowledge: The Science of Human Information-Seeking (Hg. Dezza, I.; Wu, C.; Schulz, E.). Cambridge University Press, Cambridge, UK (2022)

Konferenzbeitrag (5)

14.
Konferenzbeitrag
Jagadish, A.; Saanum, T.; Wang, J.; Binz, M.; Schulz, E.: Probing Compositional Inference in Natural and Artificial Agents. In: 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RDLM 2022). 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RDLM 2022), Providence, RI, USA, 08. Juni 2022 - 11. Juni 2022. (eingereicht)
15.
Konferenzbeitrag
Witte, K.; Wise, T.; Schulz, E.: The two faces of anxiety in exploration: Taking risks or playing it safe. In: 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RDLM 2022). 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RDLM 2022), Providence, RI, USA, 08. Juni 2022 - 11. Juni 2022. (eingereicht)
16.
Konferenzbeitrag
Wu, S.; Éltetö, N.; Dasgupta, I.; Schulz, E.: Learning Structure from the Ground up: Hierarchical Representation Learning by Chunking. In: Tenth International Conference on Learning Representations (ICLR 2022). Tenth International Conference on Learning Representations (ICLR 2022), 25. April 2022 - 29. April 2022. (eingereicht)
17.
Konferenzbeitrag
Saanum, T.; Schulz, E.; Speekenbrink, M.: Compositional generalization in multi-armed bandits. In: CogSci 2021 Virtual: Comparative Cognition, Cognitive Animals, S. 1320 - 1326. 43rd Annual Conference of the Cognitive Science Society (CogSci 2021), 26. Juli 2021. (2021)
18.
Konferenzbeitrag
Bertram, L.; Schulz, E.; Hofer, M.; Nelson, J.: The Psychology of Human Entropy Intuitions. In: 42nd Annual Meeting of the Cognitive Science Society (CogSci 2020): 5Developing a Mind: Learning in Humans, Animals, and Machines, S. 1457 - 1463 (Hg. Denison, S.; Mack, M.; Xu, Y.; Armstrong, B.). 42nd Annual Virtual Meeting of the Cognitive Science Society (CogSci 2020), Toronto, Canada, 29. Juli 2020 - 01. August 2020. Curran, Red Hook, NY, USA (2020)

Meeting Abstract (5)

19.
Meeting Abstract
Schulz, L.; Schulz, E.; Bhui, R.; Dayan, P.: Towards a computational cognitive perspective of misinformation. In NeNa Conference 2021: Neurowissenschaftliche Nachwuchskonferenz (Conference of Junior Neuroscientists), T10, S. 11. 22nd Conference of Junior Neuroscientists (NeNa 2021), Tübingen, Germany, 07. Oktober 2021. (2021)
20.
Meeting Abstract
Garvert, M.; Schulz, E.; Saanum, T.; Schuck, N.; Doeller, C.: Stimulus-reward learning and generalization in structured environments. In Psychologie und Gehirn (PuG 2021), SP037, S. 98. 46. Jahrestagung Psychologie und Gehirn (PuG 2021), 02. Juni 2021 - 04. Juni 2021. (2021)
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