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Journal Article (8)

1.
Journal Article
Schulz, E.; Franklin, N.; Gershman, S.: Finding structure in multi-armed bandits. Cognitive Psychology 119, 101261, pp. 1 - 35 (2020)
2.
Journal Article
Stojic, H.; Schulz, E.; Analytis, P.; Speekenbrink, M.: It's new, but is it good? How generalization and uncertainty guide the exploration of novel options. (submitted)
3.
Journal Article
Wu, C.; Schulz, E.; Garvert, M.; Meder, B.; Schuck, N.: Similarities and differences in spatial and non-spatial cognitive maps. (submitted)
4.
Journal Article
Schulz, E.; Wu, C.; Ruggeri, A.; Meder, B.: Searching for rewards like a child means less generalization and more directed exploration. Psychological Science 30 (11), pp. 1561 - 1572 (2019)
5.
Journal Article
Dasgupta, I.; Schulz, E.; Tenenbaum, J.; Gershman, S.: A theory of learning to infer. (submitted)
6.
Journal Article
Schulz, E.; Quiroga, F.; Gershman, S.: Communicating compositional patterns. (submitted)
7.
Journal Article
Schulz, E.; Bhui, R.; Love, B.; Brier, B.; Todd, M.; Gershman, S.: Structured, uncertainty-driven exploration in real-world consumer choice. Proceedings of the National Academy of Sciences of the United States of America 116 (28), pp. 13903 - 13908 (2019)
8.
Journal Article
Schulz, E.; Gershman, S.: The algorithmic architecture of exploration in the human brain. Current Opinion in Neurobiology 55, pp. 7 - 14 (2019)

Conference Paper (6)

9.
Conference Paper
Wu, C.; Schulz, E.; Gershman, S.: Searching for rewards in graph-structured spaces. In: Conference on Cognitive Computational Neuroscience (CCN 2019), PS-2B.64, pp. 814 - 817. Conference on Cognitive Computational Neuroscience (CCN 2019) , Berlin, Germany, September 13, 2019 - September 16, 2019. (2019)
10.
Conference Paper
Bertram, L.; Schulz, E.; Hofer, M.; Nelson, J.: Entropy Mastermind: Learning from humans about intelligent systems. In: Human-like Computing Machine Intelligence Workshop (MI21-HLC), pp. 1 - 3. Human-like Computing Machine Intelligence Workshop (MI21-HLC) , Windsor, UK, June 30, 2019 - July 03, 2019. (2019)
11.
Conference Paper
Dasgupta, I.; Schulz, E.; Hamrick, J.; Tenenbaum, J.: Heuristics, hacks, and habits: Boundedly optimal approaches to learning, reasoning and decision making. In: 41st Annual Conference of the Cognitive Science Society (CogSci 2019), pp. 72 - 73 (Eds. Goel, A.; Seifert, C.; Freksa, C.). 41st Annual Conference of the Cognitive Science Society (CogSci 2019), Montreal, Canada, July 24, 2019 - July 27, 2019. Curran, Red Hook, NY, USA (2019)
12.
Conference Paper
Schulz, E.; Bertram, L.; Hofer, M.; Nelson, J.: Exploring the space of human exploration using Entropy Mastermind. In: 41st Annual Conference of the Cognitive Science Society (CogSci 2019), pp. 2762 - 2768 (Eds. Goel, A.; Seifert, C.; Freksa, C.). 41st Annual Conference of the Cognitive Science Society (CogSci 2019), Montreal, Canada, July 24, 2019 - July 27, 2019. Curran, Red Hook, NY, USA (2019)
13.
Conference Paper
Wu, C.; Schulz, E.; Gerbaulet, K.; Pleskac, T.; Speekenbrink, M.: Under pressure: The influence of time limits on human exploration. In: 41st Annual Conference of the Cognitive Science Society (CogSci 2019), pp. 1219 - 1225 (Eds. Goel, A.; Seifert, C.; Freksa, C.). 41st Annual Conference of the Cognitive Science Society (CogSci 2019), Montreal, Canada, July 24, 2019 - July 27, 2019. Curran, Red Hook, NY, USA (2019)
14.
Conference Paper
Wu, C.; Schulz, E.; Gershman, S.: Generalization as diffusion: Human function learning on graphs. In: 41st Annual Conference of the Cognitive Science Society (CogSci 2019), pp. 3122 - 3128 (Eds. Goel, A.; Seifert, C.; Freksa, C.). 41st Annual Conference of the Cognitive Science Society (CogSci 2019), Montreal, Canada, July 24, 2019 - July 27, 2019. Curran, Red Hook, NY, USAr (2019)

Working Paper (7)

15.
Working Paper
Meder, B.; Wu , C.; Schulz, E.; Ruggeri, A.: Development of directed and random exploration in children. - pp. 1 - 49 (submitted)
16.
Working Paper
Wu, C.; Schulz, E.; Gershman, S.: Inference and search on graph-structured spaces. (submitted)
17.
Working Paper
Wu, C.; Schulz, E.; Garvert, M.; Meder, B.; Schuck, M.: Similarities and differences in spatial and non-spatial cognitive maps. (submitted)
18.
Working Paper
Jones, A.; Schulz, E.; Meder, B.; Ruggeri, A.: Learning functions actively. (submitted)
19.
Working Paper
Schulz, E.; Pelz, M.; Gopnik, A.; Ruggeri, A.: Preschoolers search longer when there is more information to be gained. (submitted)
20.
Working Paper
Tomov, M.; Schulz, E.; Gershman, S.: Multi-task reinforcement learning in humans. (submitted)
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