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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.
@inproceedings{bustamante2017learning,
title = {Learning to (mis) allocate control: maltransfer can lead to self-control failure},
author = {Bustamante, Laura and Lieder, Falk and Musslick, Sebastian and Shenhav, Amitai and Cohen, JD},
booktitle = {The 3rd Multidisciplinary Conference on Reinforcement Learning and Decision Making. Ann Arbor, Michigan},
year = {2017},
doi = {}
}
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.
@inproceedings{bourgin2017structure,
title = {The Structure of Goal Systems Predicts Human Performance},
author = {Bourgin, D.D. and Lieder, F. and Reichman, D. and Talmon, N. and Griffiths, T.L.},
booktitle = {Proceedings of the 39th Annual Meeting of the Cognitive Science Society},
organization = {Cognitive Science Society},
year = {2017},
doi = {}
}
Milli, S., Lieder, F., Griffiths, T. L. (2017). When does bounded-optimal metareasoning favor few cognitive systems? In AAAI Conference on Artificial Intelligence, 31.
@inproceedings{milli2017does,
title = {When does bounded-optimal metareasoning favor few cognitive systems?},
author = {Milli, Smitha and Lieder, Falk and Griffiths, Thomas L.},
booktitle = {{AAAI Conference on Artificial Intelligence}},
volume = {31},
organization = {AAAI Press},
year = {2017},
doi = {}
}
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.
@inproceedings{lieder2017reward,
title = {A reward shaping method for promoting metacognitive learning},
author = {Lieder, Falk and Krueger, Paul M and Callaway, Frederick and Griffiths, Thomas L},
booktitle = {Proceedings of the Third Multidisciplinary Conference on Reinforcement Learning and Decision-Making},
year = {2017},
doi = {}
}
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.
@inproceedings{Lieder2017Automatic,
title = {An automatic method for discovering rational heuristics for risky choice},
author = {Lieder, Falk and Krueger, Paul M. and Griffiths, Thomas L.},
booktitle = {Proceedings of the 39th Annual Meeting of the Cognitive Science Society. Austin, TX: Cognitive Science Society},
year = {2017},
note = {Falk Lieder and Paul M. Krueger contributed equally to this publication.},
doi = {}
}
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
@article{lieder2017empirical,
title = {Empirical Evidence for Resource-Rational Anchoring and Adjustment},
author = {Lieder, Falk and Griffiths, Thomas L. and Huys, Quentin J. M. and Goodman, Noah D.},
journal = {Psychonomic Bulletin & Review},
volume = {25},
pages = {775--784},
publisher = {Springer},
month = may,
year = {2017},
doi = {10.3758/s13423-017-1288-6},
url = {https://link.springer.com/content/pdf/10.3758/s13423-017-1288-6.pdf},
month_numeric = {5}
}
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.
@conference{lieder2017optimalgamification,
title = {Optimal gamification can help people procrastinate less},
author = {Lieder, F and Griffiths, Thomas L.},
booktitle = {Annual Meeting of the Society for Judgment and Decision Making},
institution = {Society for Judgment and Decision Making},
month = nov,
year = {2017},
doi = {},
month_numeric = {11}
}
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
article{lieder2017strategy,
title = {Strategy selection as rational metareasoning},
author = {Lieder, Falk and Griffiths, Thomas L.},
journal = {Psychological Review},
volume = {124},
pages = {762--794},
publisher = {American Psychological Association},
month = nov,
year = {2017},
doi = {https://doi.org/10.1037/rev0000075},
month_numeric = {11}
}
Lieder, F., Krueger, P. M., Callaway, F., Griffiths, T. L. (2017). A computerized training program for teaching people how to plan better PsyArXiv.
@article{lieder2017computerized,
title = {A computerized training program for teaching people how to plan better},
author = {Lieder, Falk and Krueger, Paul M and Callaway, Frederick and Griffiths, Thomas L},
publisher = {PsyArXiv},
year = {2017},
doi = {}
}
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.
@inproceedings{Lieder2016helping,
title = {Helping people make better decisions using optimal gamification},
author = {Lieder, Falk and Griffiths, Thomas L.},
booktitle = {Proceedings of the 38th Annual Conference of the Cognitive Science Society},
year = {2016},
doi = {},
url = {https://cocosci.princeton.edu/papers/GamificationCogSciRevised.pdf}
}
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
@article{lieder2015model,
title = {Model-Based Strategy Selection Learning},
author = {Lieder, Falk and Griffiths, Thomas L.},
booktitle = {The 2nd Multidisciplinary Conference on Reinforcement Learning and Decision Making},
year = {2015},
doi = {},
url = {https://www.researchgate.net/publication/274139573_Model-based_strategy_selection_learning}
}
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.
@article{lieder2015optimism,
title = {The optimism bias may support rational action},
author = {Lieder, Falk and Goel, Sidharth and Kwan, Ronald and Griffiths, Thomas L},
booktitle = {NIPS 2015 Workshop on Bounded Optimality and Rational Metareasoning},
year = {2015},
doi = {}
}
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.
@article{griffiths2015rational,
title = {Rational use of cognitive resources: Levels of analysis between the computational and the algorithmic},
author = {Griffiths, Thomas L. and Lieder, Falk and Goodman, Noah D.},
journal = {Topics in Cognitive Science},
volume = {7},
number = {2},
pages = {217--229},
publisher = {Wiley},
year = {2015},
doi = {}
}
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.
@inproceedings{lieder2015utility,
title = {Utility-weighted sampling in decisions from experience},
author = {Lieder, Falk and Griffiths, Thomas L and Hsu, Ming},
booktitle = {The 2nd Multidisciplinary Conference on Reinforcement Learning and Decision Making},
year = {2015},
doi = {}
}
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.
@inproceedings{hu2015learning,
title = {Learning from others: Adult and child strategies in assessing conflicting ratings},
author = {Hu, Jane and Lieder, Falk and Griffiths, Thomas L. and Xu, Fei},
booktitle = {Biennial Meeting of the Society for Research in Child Development},
address = {Philadelphia, Pennsylvania, USA},
year = {2015},
doi = {}
}
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.
@inproceedings{lieder2015children,
title = {Children and Adults Differ in their Strategies for Social Learning},
author = {Lieder, Falk and Sim, Zi Lin and Hu, Jane C. and Griffiths, Thomas L. and Xu, Fei},
booktitle = {Proceedings of the 37th Annual Conference of the Cognitive Science Society},
organization = {Cognitive Science Society},
year = {2015},
doi = {},
url = {https://cogsci.mindmodeling.org/2015/papers/0240/paper0240.pdf}
}
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
@inproceedings{lieder2015use,
title = {When to use which heuristic: A rational solution to the strategy selection problem},
author = {Lieder, Falk and Griffiths, Thomas L.},
booktitle = {Proceedings of the 37th Annual Conference of the Cognitive Science Society},
organization = {Cognitive Science Society},
year = {2015},
doi = {},
url = {https://cogsci.mindmodeling.org/2015/papers/0239/index.html}
}
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.
@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.
@inproceedings{lieder2014high,
title = {The high availability of extreme events serves resource-rational decision-making},
author = {Lieder, Falk and Hsu, Ming and Griffiths, Thomas L},
booktitle = {Proceedings of the 36th Annual Conference of the Cognitive Science Society},
organization = {Cognitive Science Society},
year = {2014},
doi = {}
}
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.
@inproceedings{lieder2014algorithm,
title = {Algorithm selection by rational metareasoning as a model of human strategy selection},
author = {Lieder, Falk and Plunkett, Dillon and Hamrick, Jessica B. and Russell, Stuart J. and Hay, Nicholas J. and Griffiths, Thomas L.},
booktitle = {Advances in Neural Information Processing Systems 27},
year = {2014},
doi = {}
}
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.
@article{lieder2013modelling,
title = {Modelling trial-by-trial changes in the mismatch negativity},
author = {Lieder, Falk and Daunizeau, Jean and Garrido, Marta I and Friston, Karl J and Stephan, Klaas E},
journal = {{PLoS} {C}omputational {B}iology},
volume = {9},
number = {2},
pages = {e1002911},
publisher = {Public Library of Science},
year = {2013},
doi = {}
}
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.
@article{lieder2013neurocomputational,
title = {A neurocomputational model of the mismatch negativity},
author = {Lieder, Falk and Stephan, Klaas E and Daunizeau, Jean and Garrido, Marta I and Friston, Karl J},
journal = {{PLoS Computational Biology}},
volume = {9},
number = {11},
pages = {e1003288},
publisher = {Public Library of Science},
year = {2013},
doi = {}
}
Lieder, F., Goodman, N. D., Huys, Q. J. (2013). Controllability and Resource-Rational Planning In Computational and Systems Neuroscience (Cosyne), pages: 112.
@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.
@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.
@inproceedings{lieder2013reverse,
title = {Reverse-Engineering Resource-Efficient Algorithms},
author = {Lieder, Falk and Goodman, Noah D and Griffiths, Thomas L},
booktitle = {NIPS Workshop Resource-Efficient Machine Learning},
year = {2013},
doi = {}
}
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
@article{lieder2012burn,
title = {Burn-in, bias, and the rationality of anchoring},
author = {Lieder, Falk and Griffiths, Thomas L. and Goodman, Noah D.},
journal = {Advances in Neural Information Processing Systems 25},
pages = {2699--2707},
year = {2012},
doi = {},
url = {https://papers.nips.cc/paper/4719-burn-in-bias-and-the-rationality-of-anchoring}
}
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
@article{petersen2006effektivitat,
title = {Die Effektivit{"a}t von schriftlichen und graphischen Warnhinweisen auf Zigarettenschachteln},
author = {Petersen, Lars-Eric and Lieder, Falk},
journal = {Zeitschrift für Sozialpsychologie},
volume = {37},
number = {4},
pages = {245--258},
publisher = {Verlag Hans Huber},
year = {2006},
doi = {10.1024/0044-3514.37.4.245}
}
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