Publications

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Journal articles

  • Griffiths, T. L., Callaway, F., Chang, M. B., Grant, E., Krueger, P. M., & Lieder, F. (2019). Doing more with less: meta-reasoning and meta-learning in humans and machines. Current Opinion in Behavioral Sciences, 29, 24-30.

Conference articles and abstracts

  • Callaway, F.1, Lieder, F.1, Das, P., Gul, S., Krueger, P. M., & Griffiths, T. L. (2018). A resource-rational analysis of human planning. In Proceedings of the 40th Annual Conference of the Cognitive Science Society. pdf

  • Ho, M. K.1, Sanborn S.1, Callaway F.1, Bourgin, D., and Griffiths, T. L. (2018). Human priors in hierarchical program induction. Cognitive Computional Neuroscience. pdf

  • Callaway, F.1, Gul, S.1, Krueger, P.M., Griffiths, T.L., & Lieder, F.1 (2018). Learning to select computations. Uncertainty in artificial intelligence. pdf

  • Lieder, F.1, Krueger, P. M.1, Callaway, F.1, & Griffiths, T.L. (2018). A computerized training program for teaching people how to plan better. Annual Meeting of the Society for Judgment and Decision-Making. pdf

  • Callaway, F., Hamrick, J. B., & Griffiths, T. L. (2017). Discovering simple heuristics from mental simulation. In Proceedings of the 39th Annual Conference of the Cognitive Science Society. pdf

  • Lieder1, F. Krueger1 P.M., Callaway1 F., & Griffiths T.L. (2017). A reward shaping method for promoting metacognitive learning. The 3rd Multidisciplinary Conference on Reinforcement Learning and Decision Making. pdf

  • Callaway, F.1, Lieder, F.1, & Krueger, P.M.1, & Griffiths, T.L. (2017). Mouselab-MDP: A new paradigm for tracing how people plan. The 3rd Multidisciplinary Conference on Reinforcement Learning and Decision Making. pdf

  • Callaway, F., Lieder, F., & Griffiths, T.L. (2017). Helping people choose subgoals with sparse pseudo rewards. The 3rd Multidisciplinary Conference on Reinforcement Learning and Decision Making. pdf