Publications of E Schulz

Ludwig, T.; Wu, C.; Schulz, E.: Connecting Exploration, Generalization, and Planning in Correlated Trees. In: 44th Annual Meeting of the Cognitive Science Society (CogSci 2022): Cognitive Diversity, pp. 2940 - 2946 (Eds. Culbertson, J.; Perfors, A.; Rabagliati, H.; Ramenzoni, V.). 44th Annual Meeting of the Cognitive Science Society (CogSci 2022): Cognitive Diversity, Toronto, Canada, July 27, 2022 - July 30, 2022. (2022)

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 (RLDM 2022), 1.67, pp. 275 - 279. 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2022), Providence, RI, USA, June 08, 2022 - June 11, 2022. (2022)

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 (RLDM 2022), 1.47, p. 32. 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2022), Providence, RI, USA, June 08, 2022 - June 11, 2022. (2022)

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. (2022)

Saanum, T.; Schulz, E.; Speekenbrink, M.: Compositional generalization in multi-armed bandits. In: 43rd Annual Conference of the Cognitive Science Society (CogSci 2021): Workshop 2 Using Games to Understand Intelligence, pp. 1320 - 1326. 43rd Annual Conference of the Cognitive Science Society (CogSci 2021), Wien, Austria, July 26, 2021 - July 29, 2021. Curran, Red Hook, NY, USA (2021)

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, P-1-120, pp. 1457 - 1463 (Eds. Denison, S.; Mack, M.; Xu, Y.; Armstrong, B.). 42nd Annual Virtual Meeting of the Cognitive Science Society (CogSci 2020), Toronto, Canada, July 29, 2020 - August 01, 2020. Curran, Red Hook, NY, USA (2020)

Dasgupta, I.; Schulz, E.; Hamrick, J.; Tenenbaum, J.: Heuristics, hacks, and habits: Boundedly optimal approaches to learning, reasoning and decision making. In: 41st Annual Meeting of the Cognitive Science Society (CogSci 2019): Creativity + Cognition + Computation, 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)

Schulz, E.; Bertram, L.; Hofer, M.; Nelson, J.: Exploring the space of human exploration using Entropy Mastermind. In: 41st Annual Meeting of the Cognitive Science Society (CogSci 2019): Creativity + Cognition + Computation, 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)

Wu, C.; Schulz, E.; Gerbaulet, K.; Pleskac, T.; Speekenbrink, M.: Under pressure: The influence of time limits on human exploration. In: 41st Annual Meeting of the Cognitive Science Society (CogSci 2019): Creativity + Cognition + Computation, 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)

Wu, C.; Schulz, E.; Gershman, S.: Generalization as diffusion: Human function learning on graphs. In: 41st Annual Meeting of the Cognitive Science Society (CogSci 2019): Creativity + Cognition + Computation, 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)

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)

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). Human-like Computing Machine Intelligence Workshop (MI21-HLC) , Windsor, UK, June 30, 2019 - July 03, 2019. (2019)

Bramley, N.; Schulz, E.; Xu, F.; Tenenbaum, J.: Learning as program induction. In: 40th Annual Cognitive Science Society Meeting (CogSci 2018): Changing / Minds, pp. 5 - 6. Workshop Learning as Program Induction at the 40th Annual Conference of the Cognitive Science Society, Madison, WI, USA, July 25, 2018. Curran, Red Hook, NY, USA (2019)

Dasgupta, I.; Smith, K.; Schulz, E.; Tenenbaum, J.; Gershman, S.: Learning to act by integrating mental simulations and physical experiments. In: 40th Annual Cognitive Science Society Meeting (CogSci 2018): Changing / Minds, pp. 275 - 280. 40th Annual Cognitive Science Society Meeting (CogSci 2018), Madison, WI, USA, July 25, 2018 - July 28, 2018. Curran, Red Hook, NY, USA (2019)

Jones, A.; Schulz, E.; Meder, B.; Ruggeri, A.: Active Function Learning. In: 40th Annual Cognitive Science Society Meeting (CogSci 2018): Changing / Minds, pp. 578 - 583. 40th Annual Cognitive Science Society Meeting (CogSci 2018), Madison, WI, USA, July 25, 2018 - July 28, 2018. Curran, Red Hook, NY, USA (2019)

Krusche, M.; Schulz, E.; Guez, A.; Speekenbrink, M.: Adaptive planning in human search. In: 40th Annual Cognitive Science Society Meeting (CogSci 2018): Changing / Minds, pp. 1981 - 1986. 40th Annual Cognitive Science Society Meeting (CogSci 2018), Madison, WI, USA, July 25, 2018 - July 28, 2018. Curran, Red Hook, NY, USA (2019)

Rule, J.; Schulz, E.; Piantadosi, S.; Tenenbaum, J.: Learning list concepts through program induction. In: 40th Annual Cognitive Science Society Meeting (CogSci 2018): Changing / Minds, pp. 2370 - 2375. 40th Annual Cognitive Science Society Meeting (CogSci 2018), Madison, WI, USA, July 25, 2018 - July 28, 2018. Curran, Red Hook, NY, USA (2019)

Wu, C.; Schulz, E.; Garvert, M.; Meder, B.; Schuck, M.: Connecting conceptual and spatial search via a model of generalization. In: 40th Annual Cognitive Science Society Meeting (CogSci 2018): Changing / Minds, pp. 1181 - 1186. 40th Annual Cognitive Science Society Meeting (CogSci 2018), Madison, WI, USA, July 25, 2018 - July 28, 2018. Curran, Red Hook, NY, USA (2019)

Dasgupta, I.; Schulz, E.; Goodman, N.; Gershman, S.: Amortized Hypothesis Generation. In: 39th Annual Meeting of the Cognitive Science Society (CogSci 2017): Computational Foundations of Cognition, pp. 1890 - 1895. 39th Annual Meeting of the Cognitive Science Society (CogSci 2017), London, UK, July 26, 2017 - July 29, 2017. Curran, Red Hook, NY, USA (2017)

Schulz, E.; Klenske, E.; Bramley, N.; Speekenbrink, M.: Strategic exploration in human adaptive control. In: 39th Annual Meeting of the Cognitive Science Society (CogSci 2017): Computational Foundations of Cognition, pp. 1047 - 1052. 39th Annual Meeting of the Cognitive Science Society (CogSci 2017), London, UK, July 26, 2017 - July 29, 2017. Curran, Red Hook, NY, USA (2017)