Publications: 
Computational Principles of Intelligence

Journal Article (5)

1.
Journal Article
Globig, L.; Witte, K.; Feng, G.; Sharot, T.: Under threat weaker evidence is required to reach undesirable conclusions. The Journal of Neuroscience 41 (30), pp. 6502 - 6510 (2021)
2.
Journal Article
Meder, B.; Wu, C.; Schulz, E.; Ruggeri, A.: Development of directed and random exploration in children. Developmental Science 24 (4), pp. 1 - 20 (2021)
3.
Journal Article
Tomov, M.; Schulz, E.; Gershman, S.: Multi-task reinforcement learning in humans. Nature Human Behaviour 5 (6), pp. 764 - 773 (2021)
4.
Journal Article
Wu, C.; Schulz, E.; Gershman, S.: Inference and search on graph-structured spaces. Computational Brain & Behavior 4, pp. 125 - 147 (2021)
5.
Journal Article
Yang, S.; Bill, J.; Drugowitsch, J.; Gershman, S.: Human visual motion perception shows hallmarks of Bayesian structural inference. Scientific Reports 11 (1), 3714, pp. 1 - 14 (2021)

Conference Paper (2)

6.
Conference Paper
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), April 25, 2022 - April 29, 2022. (submitted)
7.
Conference Paper
Saanum, T.; Schulz, E.; Speekenbrink, M.: Compositional generalization in multi-armed bandits. In: CogSci 2021 Virtual: Comparative Cognition, Cognitive Animals, pp. 1320 - 1326. 43rd Annual Conference of the Cognitive Science Society (CogSci 2021), July 26, 2021. (2021)

Meeting Abstract (4)

8.
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, p. 11. 22nd Conference of Junior Neuroscientists (NeNa 2021), Tübingen, Germany, October 07, 2021. (2021)
9.
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, p. 98. 46. Jahrestagung Psychologie und Gehirn (PuG 2021), June 02, 2021 - June 04, 2021. (2021)
10.
Meeting Abstract
Schulz, E.: Compositional generalization in multi-armed bandits. In Psychologie und Gehirn (PuG 2021), SP038, p. 99. 46. Jahrestagung Psychologie und Gehirn (PuG 2021), June 02, 2021 - June 04, 2021. (2021)
11.
Meeting Abstract
Bertram, L.; Schulz, E.; Hofer, M.; Martignon, L.; Nelson, J.: Digital game-based learning about entropy. In Budapest CEU Conference on Cognitive Development (BCCCD 2021), A-0177, p. 213. 11th Budapest CEU Conference on Cognitive Development (BCCCD 2021), Budapest, Hungary, January 04, 2021 - January 08, 2021. (2021)

Talk (8)

12.
Talk
Schulz, E.: Using structure to explore efficiently. International Interdisciplinary Computational Cognitive Science Summer School (IICCSSS 2021) (2021)
13.
Talk
Brändle, F.: Using games to study exploration. 43rd Annual Conference of the Cognitive Science Society (CogSci 2021): Workshop 2 Using Games to Understand Intelligence (2021)
14.
Talk
Brändle, F.; Allen, K.; Tenenbaum, J.; Schulz, E.: Using Games to Understand Intelligence. 43rd Annual Conference of the Cognitive Science Society (CogSci 2021): Workshop 2 Using Games to Understand Intelligence (2021)
15.
Talk
Schäfer, T.; Schulz, E.; Theves, S.; Doeller, C.: Effects of prototype abstraction on pattern completion and inference in concept space. Computational Principles of Intelligence Lab, Tübingen, Germany (2021)
16.
Talk
Schulz, E.: Using structure to explore efficiently. CCN Meeting: Center for Cognitive Neuroscience, Ghent University, Gent, Belgium (2021)
17.
Talk
Schulz, E.: Exploration beyond bandits. Max-Planck-Institut für empirische Ästhetik, Frankfurt a.M., Germany (2021)
18.
Talk
Schulz, E.: Exploration beyond bandits. Technische Universität Darmstadt: CCS Colloquium, Darmstadt, Germany (2021)
19.
Talk
Schulz, E.: Using structure to explore efficiently. Ghent University: Center for Cognitive Neuroscience, Gent, Belgium (2021)

Poster (4)

20.
Poster
Schäfer, T.; Schulz, E.; Theves, S.; Doeller, C.: Effects of prototype abstraction on pattern completion and inference in concept space. 50th Annual Meeting of the Society for Neuroscience (Neuroscience 2021) (2021)
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