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RPM DMRL Jain, Y. R. , Callaway, F. , Griffiths, T. L. , Dayan, P. , He, R. , Krueger, P. M. , & Lieder, F. (2023). A computational process-tracing method for measuring people’s planning strategies and how they change over time. Behavior Research Methods, 55 , 2037–2079. (pdf)
RPM DMRL Callaway, F. , Jain, Y. R. , van Opheusden, B. , Das, P. , Iwama, G. , Gul, S. , Krueger, P. M. , Becker, F. , Griffiths, T. L. , & Lieder, F. (2022). Leveraging artificial intelligence to improve people’s planning strategies. Proceedings of the National Academy of Sciences, 119(12) , e2117432119. (pdf)
RPM DMRL Callaway, F. , van Opheusden, B. , Gul, S. , Das, P. , Krueger, P. M. , Griffiths, T. L. , & Lieder, F. (2022). Rational use of cognitive resources in human planning. Nature Human Behaviour, 6, 1–14. (pdf)
DMRL Lieder, F. , Chen, O. X. , Krueger, P. M. , & Griffiths, T. L. (2019). Cognitive prostheses for goal achievement. Nature Human Behaviour, 3 (10), 1096-1106. (pdf)
F RPM 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. (pdf)
DMRL Lieder, F. , Callaway, F. , Jain, Y. R. , Krueger, P. M. , Das, P. , Gul, S. , & Griffiths, T. L. (2019). A cognitive tutor for helping people overcome present bias. Proceedings of the Fourth Multidisciplinary Conference on Reinforcement Learning and Decision Making . (pdf)
RPM DMRL Callaway, F. , Gul, S. , Krueger, P. M. , Griffiths, T. L. , & Lieder, F. (2018). Learning to select computations. Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence . (pdf)
DMRL Krueger, P. M. , & Griffiths, T. L. (2018). Shaping model-free habits with model-based goals. Proceedings of the 40th Annual Conference of the Cognitive Science Society. (pdf)
RPM DMRL Callaway, F. , Lieder, F. , Das, P. , Gul, S. , Krueger, P. M. , & Griffiths, T. L. (2018). A resource-rational analysis of human planning. Proceedings of the 40th Annual Conference of the Cognitive Science Society. (pdf)
DMRL Krueger, P. M. , Lieder, F. , & Griffiths, T. L. (2017). Enhancing metacognitive reinforcement learning using reward structures and feedback. Proceedings of the 39th Annual Conference of the Cognitive Science Society. (pdf)
RPM DMRL Lieder, F. , Krueger, P. M. , & Griffiths, T. L. (2017). An automatic method for discovering rational heuristics for risky choice. Proceedings of the 39th Annual Conference of the Cognitive Science Society. (pdf)