Publications of CM Wu

Wu, C.; Schulz, E.; Pleskac, T.; Speekenbrink, M.: Time pressure changes how people explore and respond to uncertainty. Scientific Reports 12 (1), 4122 (2022)

Meder, B.; Wu, C.; Schulz, E.; Ruggeri, A.: Development of directed and random exploration in children. Developmental Science 24 (4), pp. 1 - 20 (2021)

Wu, C.; Schulz, E.; Gershman, S.: Inference and search on graph-structured spaces. Computational Brain & Behavior 4, pp. 125 - 147 (2021)

Zuberer, A.; Kucyi, A.; Yamashita, A.; Wu, C.; Walter, M.; Valera, E.; Esterman, M.: Integration and segregation across large-scale intrinsic brain networks as a marker of sustained attention and task-unrelated thought. NeuroImage 229, 117610, pp. 1 - 10 (2021)

Brändle, F.; Wu, C.; Schulz, E.: What are we curious about? Trends in Cognitive Sciences 24 (9), pp. 685 - 687 (2020)

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), pp. 1 - 28 (2020)

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)

Wu, C.; Schulz, E.; Speekenbrink, M.; Nelson, J.; Meder, B.: Generalization guides human exploration in vast decision spaces. Nature Human Behaviour 2 (12), pp. 915 - 924 (2018)

Schulz, E.; Wu, C.; Huys, Q.; Krause, A.; Speekenbrink, M.: Generalization and search in risky environments. Cognitive Science 42 (8), pp. 2592 - 2620 (2018)

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

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)

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)

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)

Wu, C.; Schulz, E.; Speekenbrink, M.; Nelson, J.; Meder, B.: Mapping the unknown: model-based and model-free approaches towards spatial reinforcement learning. In TeaP 2017: Abstracts of the 59th Conference of Experimental Psychologists (Eds. Goschke, T.; Bolte, A.; Kirschbaum, C.). 59th Conference of Experimental Psychologists (TeaP 2017), Dresden, Germany, March 26, 2017 - March 29, 2017. Pabst, Lengerich, Germany (2017)

Giron, A.; Ciranka, S.; Schulz, E.; van den Bos, W.; Ruggeri, A.; Meder, B.; Wu, C.: Developmental changes in learning resemble stochastic optimization. (submitted)

Ludwig, T.; Wu, C.; Schulz, E.: Connecting Exploration, Generalization, and Planning in Correlated Trees. (submitted)

Wu, C.; Meder, B.; Schulz, E.: Structure and similarity form the foundation of generalization. (submitted)

Wu, C.; Schulz, E.; Pleskac, T.; Speekenbrink, M.: Time to explore: Adaptation of exploration under time pressure. (submitted)