Publications of E Schulz

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)

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)