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Charley Wu

© C. Wu
Predoctoral Fellow
+49 30 82406-272
cwu [at] mpib-berlin [dot] mpg [dot] de
148

Short CV: 

2009 BA.Phil, University of British Columbia, Canada

2015 M.Sc. in Cognitive Science, University of Vienna, Austria

Research Interests: 
  • Exploration and Information Acquisition in Uncertain Environments
  • Information Search
  • Adaptive Learning
  • Information Foraging
  • Mathematical models of Uncertainty
  • Machine Learning
  • Neural basis for generalization

Selected Literature: 
  • Schulz, E., Wu, C.M., Ruggeri, A., Meder, B. (under review). Searching for rewards like a child means less generalization and more directed exploration. bioRxiv preprint.  doi: https://doi.org/10.1101/327593
  • Wu, C. M., Schulz, E., Garvert, M.M., Meder, B., Schuck, N.W. (in press). Connecting conceptual and spatial search via a model of generalization. bioRxiv preprint. doi: https://doi.org/10.1101/258665
  • Bouhlel, I., Wu, C.M., Hanaki, N., Goldstone, R. (in press). Sharing is not erring: How environments can encourage psuedo-reciprocal sharing in human collective search. bioRxiv preprint. doi: https://doi.org/10.1101/258715
  • Wu, C.M., Schulz, E., Speekenbrink, M., Nelson, J.D., Meder, B. (under review). Exploration and generalization in vast spaces. bioRxiv preprint.  doi: https://doi.org/10.1101/171371
  • Schulz, E., Wu, C. M., Huys, Q. J., Krause, A., & Speekenbrink, M. (in press). Generalization and search in risky environments. bioRxiv preprint. doi: https://doi.org/10.1101/227322
  • Wu, C.M., Schulz, E., Speekenbrink, M., Nelson, J.D., Meder, B. (2017).  Mapping the unknown: The spatially correlated multi-armed bandit. In G. Gunzelmann, A. Howes, T. Tenbrink, & E. J. Davelaar (Eds.), Proceedings of the 39th Annual Conference of the Cognitive Science Society (pp. 1357-1362). Austin, TX: Cognitive Science Society. doi: https://doi.org/10.1101/106286
  • Analytis, P.P., Wu, C.M., Gelastopoulos, A. (2017). Make-or-break: chasing risky goals or settling for safe rewards? In G. Gunzelmann, A. Howes, T. Tenbrink, & E. J. Davelaar (Eds.), Proceedings of the 39th Annual Conference of the Cognitive Science Society (pp. pp. 949-954). Austin, TX: Cognitive Science Society. 
  • Wu, C. M., Meder, B., Filimon, F., & Nelson., J. D. (2017) Asking Better Questions: how presentation formats influence information search. Journal of Experimental Psychology: Learning, Memory, and Cognition, 43(8), 1274-1297http://dx.doi.org/10.1037/xlm0000374
  • Barkoczi, D., Analytis, P. P., & Wu, C. M. (2016) Collective search on rugged landscapes: A cross-environmental analysis. In Papafragou, A., Grodner, D., Mirman, D., & Trueswell, J.C. (Eds.). Proceedings of the 38th Annual Conference of the Cognitive Science Society (pp. 918-923). Austin, TX: Cognitive Science Society. Download as PDF

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