Diaconescu, A., Lieder, F., Mathys, C., Stephan, K. E. (2014). Layers of Abstraction: (Neuro)computational models of learning local and global statistical regularities In 20th Annual Meeting of the Organization for Human Brain Mapping. http://dx.doi.org/10.13140/RG.2.2.18431.94880
Category: Uncategorized
Controllability and Resource-Rational Planning
Lieder, F., Goodman, N. D., Huys, Q. J. (2013). Controllability and Resource-Rational Planning In Computational and Systems Neuroscience (Cosyne), pages: 112. http://dx.doi.org/10.13140/RG.2.2.12979.35361
Learned helplessness and generalization
Lieder, F., Goodman, N. D., Huys, Q. J. M. (2013). Learned helplessness and generalization In 35th Annual Conference of the Cognitive Science Society. https://escholarship.org/uc/item/31362551
Reverse-Engineering Resource-Efficient Algorithms
Lieder, F., Goodman, N. D., Griffiths, T. L. (2013). Reverse-Engineering Resource-Efficient Algorithms In NIPS Workshop Resource-Efficient Machine Learning. http://dx.doi.org/10.13140/RG.2.2.34789.73447
Strategy selection as rational metareasoning
Lieder, F., Griffiths, T. L. (2017). Strategy selection as rational metareasoning Psychological Review, 124, pages: 762-794, American Psychological Association. https://doi.org/10.1037/rev0000075
A computerized training program for teaching people how to plan better
Lieder, F., Krueger, P. M., Callaway, F., Griffiths, T. L. (2017). A computerized training program for teaching people how to plan better PsyArXiv. https://osf.io/preprints/psyarxiv/uj8ys_v1
Toward a rational and mechanistic account of mental effort
Shenhav, A., Musslick, S., Lieder, F., Kool, W., Griffiths, T., Cohen, J., Botvinick, M. (2017). Toward a rational and mechanistic account of mental effort. Annual Review of Neuroscience, 40, pages: 99-124, Annual Reviews. https://doi.org/10.1146/annurev-neuro-072116-031526
The anchoring bias reflects rational use of cognitive resources
Lieder, F., Griffiths, T. L., M Huys, Q. J., & Goodman, N. D. (2018). The anchoring bias reflects rational use of cognitive resources. Psychonomic bulletin & review, 25(1), 322–349. https://doi.org/10.3758/s13423-017-1286-8
Model-Based Strategy Selection Learning
Lieder, F., Griffiths, T. L. (2015). Model-Based Strategy Selection Learning The 2nd Multidisciplinary Conference on Reinforcement Learning and Decision Making. https://www.researchgate.net/publication/274139573_Model-based_strategy_selection_learning
The optimism bias may support rational action
Lieder, F., Goel, S., Kwan, R., Griffiths, T. L. (2015). The optimism bias may support rational action NIPS 2015 Workshop on Bounded Optimality and Rational Metareasoning.