Publications of E Schulz

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)

Wu, C.; Schulz, E.; Speekenbrink, M.; Nelson, J.; Meder, B.: Mapping the unknown: The spatially correlated multi-armed bandit. In: 39th Annual Meeting of the Cognitive Science Society (CogSci 2017): Computational Foundations of Cognition, pp. 1357 - 1362. 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.; Tenenbaum, J.; Duvenaud, D.; Speekenbrink, M.; Gershman, S.: Probing the Compositionality of Intuitive Functions. In: Advances in Neural Information Processing Systems 29 (NIPS 2016), pp. 3736 - 3744 (Eds. Lee, D.; Sugiyama , M.; von Luxburg, U.; Guyon, I.; Garnett, R.). 30th Annual Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain, December 05, 2016 - December 10, 2016. Curran, Red Hook, NY, USA (2017)

Schulz, E.; Huys, Q.; Bach, D.; Speekenbrink, M.; Krause, A.: Better safe than sorry: Risky function exploitation through safe optimization. In: 38th Annual Meeting of the Cognitive Science Society (CogSci 2016): Recognizing and Representing Events, pp. 1140 - 1145 (Eds. Papafragou, A.; Grodner, D.; Mirman, D.; Trueswell, J.). 38th Annual Meeting of the Cognitive Science Society (CogSci 2016), Philadelphia, PA, USA, August 10, 2016 - August 13, 2016. Curran, Red Hook, NY, USA (2017)

Schulz, E.; Speekenbrink, M.; Meder, B.: Simple trees in complex forests: Growing Take The Best by Approximate Bayesian Computation. In: 38th Annual Meeting of the Cognitive Science Society (CogSci 2016): Recognizing and Representing Events, pp. 2531 - 2536 (Eds. Papafragou, A.; Grodner, D.; Mirman, D.; Trueswell, J.). 38th Annual Meeting of the Cognitive Science Society (CogSci 2016), Philadelphia, PA, USA, August 10, 2016 - August 13, 2016. Curran, Red Hook, NY, USA (2017)

Schulz, E.; Speekenbrink, M.; Hernández-Lobato, J.; Ghahramani, Z.; Gershman, S.: Quantifying mismatch in Bayesian optimization. In: NIPS Workshop Bayesian Optimization: Black-box Optimization and Beyond (BayesOpt 2016), pp. 1890 - 1895. NIPS Workshop Bayesian Optimization: Black-box Optimization and Beyond (BayesOpt 2016), Barcelona, Spain, December 11, 2016. (2016)

Parpart, P.; Schulz, E.; Speekenbrink, M.; Love, B.: Active learning as a means to distinguish among prominent decision strategies. In: 37th Annual Meeting of the Cognitive Science Society (CogSci 2015): Mind, Technology and Society, pp. 1829 - 1834 (Eds. Noelle, D.; Dale, R.; Warlaumont, A.; Yoshimi, J.; Matlock, T. et al.). 37th Annual Meeting of the Cognitive Science Society (CogSci 2015), Pasadena, CA, USA, July 22, 2015 - July 25, 2015. Cognitive Science Society, Austin, TX, USA (2015)

Schulz, E.; Konstantinidis, E.; Speekenbrink, M.: Learning and decisions in contextual multi-armed bandit tasks. In: 37th Annual Meeting of the Cognitive Science Society (CogSci 2015): Mind, Technology and Society, pp. 2122 - 2127 (Eds. Noelle, D.; Dale, R.; Warlaumont, A.; Yoshimi, J.; Matlock, T. et al.). 37th Annual Meeting of the Cognitive Science Society (CogSci 2015), Pasadena, CA, USA, July 22, 2015 - July 25, 2015. Cognitive Science Society, Austin, TX, USA (2015)

Schulz, E.; Tenenbaum, J.; Reshef, D.; Speekenbrink, M.; Gershman, S.: Assessing the perceived predictability of functions. In: 37th Annual Meeting of the Cognitive Science Society (CogSci 2015): Mind, Technology and Society, pp. 2116 - 2121 (Eds. Noelle, D.; Dale, R.; Warlaumont, A.; Yoshimi, J.; Matlock, T. et al.). 37th Annual Meeting of the Cognitive Science Society (CogSci 2015), Pasadena, CA, USA, July 22, 2015 - July 25, 2015. Cognitive Science Society, Austin, TX, USA (2015)

Schulz, E.; Konstantinidis, E.; Speekenbrink, M.: Exploration-Exploitation in a Contextual Multi-Armed Bandit Task. In: 13th International Conference on Cognitive Modeling (ICCM 2015), pp. 118 - 123 (Eds. Taatgen, N.; van Vugt, M.; Borst, J.; Mehlhorn, K.). 13th International Conference on Cognitive Modeling (ICCM 2015), Groningen, The Netherlands, May 09, 2015 - May 11, 2015. (2015)

Schulz, E.; Speekenbrink, M.; Shanks, D.: Predict choice: a comparison of 21 mathematical model. In: 36th Annual Meeting of the Cognitive Science Society (CogSci 2014): Cognitive Science Meets Artificial Intelligence: Human and Artificial Agents in Interactive Contexts, pp. 2889 - 2894. 36th Annual Meeting of the Cognitive Science Society (CogSci 2014), Quebec City, Canada, July 23, 2014 - July 26, 2014. Cognitive Science Society, Austin, TX, USA (2014)

Binz, M.; Collins, K.; Ying, L.; Tenenbaum, J.; Schulz, E.: Laying the foundations for foundation models of cognition. In Proceedings of the Annual Meeting of the Cognitive Science Society, 48, pp. 10 - 11 (Eds. Boleda, G.; Dautriche, I.; Maldonado, M.; Saldana, C.; Torrent, T.). 48th Annual Meeting of the Cognitive Science Society (CogSci 2026), Rio de Janeiro, Brazil, July 22, 2026 - August 25, 2026. (2026)

Jagadish, A.; Coda-Forno, J.; Thalmann, M.; Binz, M.; Schulz, E.: Bounded Ecologically Rational Meta-learned Inference Explains Human Category Learning. In Proceedings of the 47th Annual Conference of the Cognitive Science Society, p. 6673 (Eds. Barner, D.; Bramley, N.; Ruggeri, A.; Walker, C.). 47th Annual Meeting of the Cognitive Science Society (CogSci 2025): Theories of the Past, Theories of the Future, San Francisco, CA, USA, July 30, 2025 - August 02, 2025. (2025)

Rmus, M.; Jagadish, A.; Mathony, M.; Ludwig, T.; Schulz, E.: Generating Computational Cognitive Models using Large Language Models. In RLDM 2025: Multi-disciplinary Conference on Reinforcement Learning and Decision Making, p. 980. 6th Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2025), Dublin, Ireland, June 10, 2025 - June 14, 2025. (2025)

Binz, M.; Schulz, E.: Using cognitive psychology to understand GPT-3. In 29th Biennial Subjective Probability Utility and Decision Making Conference (SPUDM 2023), p. 31. 29th Biennial Subjective Probability Utility and Decision Making Conference (SPUDM 2023), Wien, Austria, August 20, 2023 - August 24, 2023. (2023)

Nath, S.; Brändle, F.; Schulz, E.; Dayan, P.; Brielmann, A.: Relating Objective Complexity, Subjective Complexity and Beauty. In Abstracts of the 65th TeaP, pp. 262 - 263 (Eds. Merz, S.; Frings, C.; Leuchtenberg, B.; Moeller, B.; Neumann, R. et al.). 65th Conference of Experimental Psychologists: TeaP 2023: Tagung experimentell arbeitender Psycholog:innen, Trier, Germany, March 26, 2023 - March 29, 2023. ZPID, Trier, Germany (2023)