Publications

Found 127 Results
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Bustamante, L., Lieder, F., Musslick, S., Shenhav, A., Cohen, J. (2017). Learning to (mis) allocate control: maltransfer can lead to self-control failure In The 3rd Multidisciplinary Conference on Reinforcement Learning and Decision Making. Ann Arbor, Michigan.

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Bourgin, D., Lieder, F., Reichman, D., Talmon, N., Griffiths, T. (2017). The Structure of Goal Systems Predicts Human Performance In Proceedings of the 39th Annual Meeting of the Cognitive Science Society.

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Milli, S., Lieder, F., Griffiths, T. L. (2017). When does bounded-optimal metareasoning favor few cognitive systems? In AAAI Conference on Artificial Intelligence, 31.

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Lieder, F., Krueger, P. M., Callaway, F., Griffiths, T. L. (2017). A reward shaping method for promoting metacognitive learning In Proceedings of the Third Multidisciplinary Conference on Reinforcement Learning and Decision-Making.

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Lieder, F., Krueger, P. M., Griffiths, T. L. (2017). An automatic method for discovering rational heuristics for risky choice In Proceedings of the 39th Annual Meeting of the Cognitive Science Society. Austin, TX: Cognitive Science Society. Falk Lieder and Paul M. Krueger contributed equally to this publication.

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Lieder, F., Griffiths, T. L., Huys, Q. J. M., Goodman, N. D. (2017). Empirical Evidence for Resource-Rational Anchoring and Adjustment Psychonomic Bulletin \& Review, 25, pages: 775-784, Springer, May. http://dx.doi.org/10.3758/s13423-017-1288-6

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Lieder, F., Griffiths, T. L. (2017) Optimal gamification can help people procrastinate less Annual Meeting of the Society for Judgment and Decision Making, Annual Meeting of the Society for Judgment and Decision Making.

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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

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Lieder, F., Krueger, P. M., Callaway, F., Griffiths, T. L. (2017). A computerized training program for teaching people how to plan better PsyArXiv.

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Lieder, F., Griffiths, T. L. (2016). Helping people make better decisions using optimal gamification In Proceedings of the 38th Annual Conference of the Cognitive Science Society.

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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

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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.

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Griffiths, T. L., Lieder, F., Goodman, N. D. (2015). Rational use of cognitive resources: Levels of analysis between the computational and the algorithmic Topics in Cognitive Science, 7(2):217-229, Wiley.

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Lieder, F., Griffiths, T. L., Hsu, M. (2015). Utility-weighted sampling in decisions from experience In The 2nd Multidisciplinary Conference on Reinforcement Learning and Decision Making.

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Hu, J., Lieder, F., Griffiths, T. L., Xu, F. (2015). Learning from others: Adult and child strategies in assessing conflicting ratings In Biennial Meeting of the Society for Research in Child Development, Philadelphia, Pennsylvania, USA.

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Lieder, F., Sim, Z. L., Hu, J. C., Griffiths, T. L., Xu, F. (2015). Children and Adults Differ in their Strategies for Social Learning In Proceedings of the 37th Annual Conference of the Cognitive Science Society.

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Lieder, F., Griffiths, T. L. (2015). When to use which heuristic: A rational solution to the strategy selection problem In Proceedings of the 37th Annual Conference of the Cognitive Science Society. https://cogsci.mindmodeling.org/2015/papers/0239/index.html

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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.

[BibTex]
@inproceedings{diaconescu2014layers,
  title = {Layers of Abstraction: (Neuro)computational models of learning local and global statistical regularities},
  author = {Diaconescu, Andreea and Lieder, Falk and Mathys, Christoph and Stephan, Klaas Enno},
  booktitle = {20th Annual Meeting of the Organization for Human Brain Mapping},
  year = {2014},
  doi = {}
}

Lieder, F., Hsu, M., Griffiths, T. L. (2014). The high availability of extreme events serves resource-rational decision-making In Proceedings of the 36th Annual Conference of the Cognitive Science Society.

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Lieder, F., Plunkett, D., Hamrick, J. B., Russell, S. J., Hay, N. J., Griffiths, T. L. (2014). Algorithm selection by rational metareasoning as a model of human strategy selection In Advances in Neural Information Processing Systems 27.

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Lieder, F., Daunizeau, J., Garrido, M. I., Friston, K. J., Stephan, K. E. (2013). Modelling trial-by-trial changes in the mismatch negativity {PLoS} {C}omputational {B}iology, 9(2):e1002911, Public Library of Science.

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Lieder, F., Stephan, K. E., Daunizeau, J., Garrido, M. I., Friston, K. J. (2013). A neurocomputational model of the mismatch negativity {PLoS Computational Biology}, 9(11):e1003288, Public Library of Science.

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Lieder, F., Goodman, N. D., Huys, Q. J. (2013). Controllability and Resource-Rational Planning In Computational and Systems Neuroscience (Cosyne), pages: 112.

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@inproceedings{lieder2013controllability,
  title = {Controllability and Resource-Rational Planning},
  author = {Lieder, Falk and Goodman, Noah D. and Huys, Quentin J.M.},
  booktitle = {{Computational and Systems Neuroscience (Cosyne)}},
  pages = {112},
  organization = {Cosyne Abstracts},
  year = {2013},
  doi = {}
}

Lieder, F., Goodman, N. D., Huys, Q. J. M. (2013). Learned helplessness and generalization In 35th Annual Conference of the Cognitive Science Society.

[BibTex]
@inproceedings{lieder2013learned,
  title = {Learned helplessness and generalization},
  author = {Lieder, Falk and Goodman, Noah D. and Huys, Quentin J M},
  booktitle = {{35th Annual Conference of the Cognitive Science Society}},
  year = {2013},
  doi = {}
}

Lieder, F., Goodman, N. D., Griffiths, T. L. (2013). Reverse-Engineering Resource-Efficient Algorithms In NIPS Workshop Resource-Efficient Machine Learning.

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Lieder, F., Griffiths, T. L., Goodman, N. D. (2012). Burn-in, bias, and the rationality of anchoring Advances in Neural Information Processing Systems 25, pages: 2699-2707. https://papers.nips.cc/paper/4719-burn-in-bias-and-the-rationality-of-anchoring

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Petersen, L., Lieder, F. (2006). Die Effektivität von schriftlichen und graphischen Warnhinweisen auf Zigarettenschachteln Zeitschrift für Sozialpsychologie, 37(4):245-258, Verlag Hans Huber. http://dx.doi.org/10.1024/0044-3514.37.4.245

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