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CI Causal Induction
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By Weller, A. | 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)
| S&C
SC
| Sucholutsky, I., Collins, K. M., Malaviya, M., Jacoby, N., Liu, W., Sumers, T. R., Korakakis, M., Bhatt, U., Ho, M., Tenenbaum, J. B., Love, B., Pardos, Z. A., Weller, A., & Griffiths, T. L. (2025). Representational alignment supports effective machine teaching. ICLR 2025 Workshop on Bidirectional Human-AI Alignment (pdf)
| RPM
| Ying, L., Collins, K. M., Sharma, P., Colas, C., Zhao, K. I., Weller, A., Tavares, Z., Isola, P., Gershman, S. J., Andreas, J. D., Griffiths, T. L., Chollet, F., Allen, K. R., & Tenenbaum, J. B. (2025). Assessing adaptive world models in machines with novel games. (preprint)
| F
| Ying, L., Collins, K. M., Wong, L., Sucholutsky, I., Liu, R., Weller, A., Shu, T., Griffiths, T. L., & Tenenbaum, J. B. (2025). On benchmarking human-like intelligence in machines. (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)
| S&C
| Sucholutsky, I., Battleday, R., Collins, K., Marjieh, R., Peterson, J. C., Singh, P., Bhatt, U., Jacoby, N., Weller, A., & Griffiths, T. L. (2023). On the informativeness of supervision signals. Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence. (pdf)
| F
| Sucholutsky, I., Muttenthaler, L., Weller, A., Peng, A., Bobu, A., Kim, B., Love, B. C., Grant, E., Achterberg, J., Tenenbaum, J. B., Collins, K. M., Hermann, K. L., Oktar, K., Greff, K., Hebart, M. N., Jacoby, N., Marjieh, R., Geirhos, R., Chen, S., Kornblith, S., Rane, S., Konkle, T., O'Connell, T. P., Unterthiner, T., Lampinen, A. K., Müller, K.-R., Toneva, M., & Griffiths, T. L. (2023). Getting aligned on representational alignment. (preprint)
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