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CI Causal Induction
CD Cognitive Development
CEIL Cultural Evolution and Iterated Learning
DMRL Decision Making and Reinforcement Learning
E Education
F Foundations
IB Inductive Biases
NBM Nonparametric Bayesian Models
P Perception
PR Probabilistic Reasoning
RPM Rational Process Models
S&C Similarity and Categorization
SC Social Cognition
SML Statistical Models of Language
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By Zhang, C. | SML
| Collins, K. M., Zhang, C. E., Todd, G., Ying, L., Barba da Costa, M., Liu, R., Sharma, P., Weller, A., Kuperwajs, I., Wong, L., Tenenbaum, J. B., & Griffiths, T. L. (2026). Evaluating language models' evaluations of games. Proceedings of the 14th International Conference on Learning Representations (ICLR). (pdf)
| PR
| Collins, K. M., Zhang, C. E., Wong, L., Barba da Costa, M., Todd, G., Weller, A., Cheyette, S. J., Griffiths, T. L., & Tenenbaum, J. B. (2026). People use fast and flat simulation to reason about new games. Nature, 655(8123), 598-607. (pdf)
| F
SML
| Liu, R., Arumugam, D., Zhang, C. E., Escola, S., Pitkow, X., & Griffiths, T. L. (2026). Cognitive models and AI algorithms provide templates for designing language agents. (preprint)
| RPM
| Collins, K. M, Todd, G., Zhang, C. E, Weller, A., Togelius, J., Chu, J., Wong, L., Griffiths, T. L., & Tenenbaum, J. B. (2025). Generation and evaluation in the human invention process through the lens of game design. Proceedings of the Annual Meeting of the Cognitive Science Society, 47. (pdf)
| DMRL
RPM
| Collins, K. M., Zhang, C. E., Wong, L., da Costa, M. B., Todd, G., Weller, A., Cheyette, S. J., Griffiths, T. L., & Tenenbaum, J. B. (2025). People use fast, flat goal-directed simulation to reason about novel problems. (preprint)
| F
SC
| Collins, K. M., Sucholutsky, I., Bhatt, U., Chandra, K., Wong, L., Lee, M., Zhang, C. E., Zhi-Xuan, T., Ho, M., Mansinghka, V., Weller, A., Tenenbaum, J. B., & Griffiths, T. L. (2024). Building machines that learn and think with people. Nature Human Behaviour, 8(10), 1851-1863. (pdf)
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