Publications

Found 127 Results
Page 2 of 3

@conference{PaulyTeoHeindrichAmoLieder2021LISA-Leveraging,
  title = {Leveraging AI to support the self-directed learning of disadvantaged youth in developing countries},
  author = {Teo, Janine and Pauly, Reena and Heindrich, Lovis and Amo, Victoria and Lieder, Falk},
  booktitle = {The first Life Improvement Science Conference},
  address = {Tübingen, Germany},
  month = jun,
  year = {2021},
  doi = {},
  month_numeric = {6}
}

@poster{BeckarLieder2021LISA-metacognitive,
  title = {Promoting metacognitive learning through systematic reflection},
  author = {Becker, Frederic and Lieder, Falk},
  institution = {Max-Planck Institute for Intelligent Systems},
  month = jun,
  year = {2021},
  doi = {},
  month_numeric = {6}
}

@conference{Becker2021Encouraging,
  title = {Encouraging far-sightedness with automatically generated descriptions of optimal planning strategies: Potentials and Limitations},
  author = {Becker, Frederic and Skirzynski, Julian Mateusz and van Opheusden, Bas and Lieder, Falk},
  booktitle = {Proceedings of the 43rd Annual Meeting of the Cognitive Science Society},
  howpublished = {Online},
  organization = {Cognitive Science Society},
  institution = {Cognitive Science Society},
  month = jul,
  year = {2021},
  doi = {},
  url = {https://escholarship.org/uc/item/7mz7t7bx#main},
  month_numeric = {7}
}

@article{Prystawski2020Resource,
  title = {Resource-Rational Models of Human Goal Pursuit},
  author = {Prystawski, Ben and Mohnert, Florian and Tošić, Mateo and Lieder, Falk},
  journal = {Topics in Cognitive Science},
  howpublished = {Online},
  publisher = {Wiley Online Library},
  month = aug,
  year = {2021},
  doi = {10.13140/RG.2.2.36400.58884},
  url = {https://onlinelibrary.wiley.com/doi/10.1111/tops.12562},
  month_numeric = {8}
}

@conference{HeJainLieder2021NIPS-Planning,
  title = {Have I done enough planning or should I plan more?},
  author = {He, Ruiqi and Jain, Yash Raj and Lieder, Falk},
  booktitle = {Workshop on Metacognition in the Age of AI. Thirty-fifth Conference on Neural Information Processing Systems},
  howpublished = {Long Paper},
  month = dec,
  year = {2021},
  doi = {},
  month_numeric = {12}
}

@article{MillietalDual,
  title = {A Rational Reinterpretation of Dual Process Theories},
  author = {Milli, Smitha and Lieder, Falk and Griffiths, Thomas L.},
  journal = {Cognition},
  year = {2021},
  doi = {},
  url = {https://www.sciencedirect.com/science/article/abs/pii/S0010027721003024}
}

@conference{Becker2021Promoting,
  title = {Promoting metacognitive learning through systematic reflection},
  author = {Becker, Frederic and Lieder, Falk},
  booktitle = {Workshop on Metacognition in the Age of AI. Thirty-fifth Conference on Neural Information Processing Systems},
  month = dec,
  year = {2021},
  doi = {10.13140/RG.2.2.24598.88642},
  url = {https://www.researchgate.net/publication/355481637_Promoting_metacognitive_learning_through_systematic_reflection},
  month_numeric = {12}
}

@conference{HeJainLieder2021,
  title = {Measuring and modelling how people learn how to plan and how people adapt their planning strategies the to structure of the environment},
  author = {He, Ruiqi and Jain, Yash Raj and Lieder, Falk},
  booktitle = {International Conference on Cognitive Modeling},
  year = {2021},
  doi = {},
  url = {https://mathpsych.org/presentation/604#/document}
}

@techreport{LiederPrenticeCorwinRenner2021,
  title = {Toward a Science of Effective Well-Doing},
  author = {Lieder, Falk and Prentice, Mike and Corwin-Renner, Emily},
  month = may,
  year = {2021},
  doi = {},
  month_numeric = {5}
}

@techreport{consul2021,
  title = {Optimal To-Do List Gamification for Long Term Planning},
  author = {Consul, Saksham and Stojcheski, Jugoslav and Felso, Valkyrie and Lieder, Falk},
  journal = {arXiv preprint arXiv:2109.06505},
  year = {2021},
  doi = {10.48550/arXiv.2109.06505},
  url = {https://doi.org/10.48550/arXiv.2109.06505}
}

@article{IwamaDevelopment2021,
  title = {Development and Validation of a Goal Characteristics Questionnaire},
  author = {Iwama, Gabriela and Weber, Felix and Prentice, Mike and Lieder, Falk},
  journal = {Collabra Psychology},
  year = {2021},
  doi = {10.31219/osf.io/dzhwv},
  url = {https://osf.io/dzhwv/}
}

@article{Behavioral_Observations,
  title = {Do Behavioral Observations Make People Catch the Goal? A Meta-Analysis on Goal Contagion.},
  author = {Brohmer, H. and Eckerstorfer, L. V. and van Aert, R. C. and Corcoran, K.},
  journal = {International Review of Social Psychology },
  volume = {34},
  number = {1},
  pages = {3; 1-15},
  howpublished = {Online},
  month = jan,
  year = {2021},
  doi = {10.5334/irsp.428},
  url = {https://www.rips-irsp.com/article/10.5334/irsp.428/},
  month_numeric = {1}
}

@inbook{LiederPrentice_LIS,
  title = {Life Improvement Science },
  author = {Lieder, F. and Prentice, M.},
  booktitle = {Encyclopedia of Quality of Life and Well-Being Research},
  publisher = {The Springer},
  month = aug,
  year = {2021},
  doi = {},
  month_numeric = {8}
}

@article{Bustamante2020Stroop,
  title = {Learning to Overexert Cognitive Control in a Stroop Task},
  author = {Bustamante, Laura and Lieder, Falk and Musslick, Sebastian and Shenhav, Amitai and Cohen, Jonathan},
  journal = {Cognitive, Affective, & Behavioral Neuroscience},
  month = jan,
  year = {2021},
  note = {Laura Bustamante and Falk Lieder contributed equally to this publication.},
  doi = {https://doi.org/10.3758/s13415-020-00845-x},
  url = {https://link.springer.com/article/10.3758/s13415-020-00845-x},
  month_numeric = {1}
}

@conference{WirzbergerGfA2020,
  title = {ACTrain: Ein KI-basiertes Aufmerksamkeitstraining für die Wissensarbeit},
  author = {Wirzberger, Maria and Oreshnikov, Ivan and Passy, Jean-Claude and Lado, Anastasia and Shenhav, Amitai and Lieder, Falk},
  year = {2020},
  doi = {},
  url = {https://maria-wirzberger.de/wp-content/uploads/2020/02/C.8.8.pdf}
}

@article{LiederGriffiths2020Resource-Rational,
  title = {Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources},
  author = {Lieder, Falk and Griffiths, Thomas L.},
  journal = {Behavioral and Brain Sciences},
  volume = {43, E1},
  month = feb,
  year = {2020},
  doi = {10.1017/S0140525X1900061X},
  month_numeric = {2}
}

@article{LiederGriffiths2020Advancing,
  title = {Advancing Rational Analysis to the Algorithmic Level},
  author = {Lieder, Falk and Griffiths, Thomas L.},
  journal = {Behavioral and Brain Sciences},
  volume = {43, E27},
  publisher = {Cambridge University Press},
  month = mar,
  year = {2020},
  doi = {10.1017/S0140525X19002012},
  month_numeric = {3}
}

@conference{Kemtur2020CogSci,
  title = {Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment},
  author = {Kemtur, Anirudha and Jain, Yash Raj and Mehta, Aashay and Callaway, Frederick and Consul, Saksham and Stojcheski, Jugoslav and Lieder, Falk},
  booktitle = {Proceedings of the 42nd Annual Meeting of the Cognitive Science Society},
  publisher = {Cognitive Science Society},
  month = jul,
  year = {2020},
  note = {Anirudha Kemtur and Yash Raj Jain contributed equally to this publication.},
  doi = {},
  month_numeric = {7}
}

@conference{Felso2020CogSci,
  title = {Measuring the Costs of Planning},
  author = {Felso, Valkyrie and Jain, Yash Raj and Lieder, Falk},
  booktitle = {Proceedings of the 42nd Annual Meeting of the Cognitive Science Society},
  editors = {S. Denison and M. Mack and Y. Zu and B. C. Armstrong},
  publisher = {Cognitive Science Society},
  month = jul,
  year = {2020},
  doi = {},
  month_numeric = {7}
}

@conference{WirzbergerCogSci2020,
  title = {How to navigate everyday distractions: Leveraging optimal feedback to train attention control},
  author = {Wirzberger, Maria and Lado, Anastasia and Eckerstorfer, Lisa and Oreshnikov, Ivan and Passy, Jean-Claude and Stock, Adrian and Shenhav, Amitai and Lieder, Falk},
  booktitle = {Proceedings of the 42nd Annual Meeting of the Cognitive Science Society},
  publisher = {Cognitive Science Society},
  month = jul,
  year = {2020},
  doi = {10.13140/RG.2.2.36421.68321},
  month_numeric = {7}
}

@techreport{Stojcheski2020Optimal,
  title = {Optimal To-Do List Gamification},
  author = {Stojcheski, Jugoslav and Felso, Valkyrie and Lieder, Falk},
  journal = {ArXiv Preprint},
  year = {2020},
  doi = {10.48550/arXiv.2008.05228},
  url = {https://doi.org/10.48550/arXiv.2008.05228}
}

@conference{Amo2020Sig8,
  title = {A Gamified App that Helps People Overcome Self-Limiting Beliefs by Promoting Metacognition},
  author = {Amo, Victoria and Lieder, Falk},
  booktitle = {SIG 8 Meets SIG 16},
  month = sep,
  year = {2020},
  doi = {},
  month_numeric = {9}
}

@article{Kemtur2020NeurIPS-Decision,
  title = {Improving Human Decision-Making using Metalevel-RL and Bayesian Inference},
  author = {Kemtur, Anirudha and Jain, Yash Raj and Mehta, Aashay and Callaway, Frederick and Consul, Saksham and Stojcheski, Jugoslav and Lieder, Falk},
  month = dec,
  year = {2020},
  doi = {},
  month_numeric = {12}
}

@article{Callaway2020Human,
  title = {Human Planning as Optimal Information Seeking},
  author = {Callawaya, Fred and van Opheusdena, Bas and Gulb, Sayan and Dasc, Priyam and Kruegera, Paul and Lieder, Falk and Griffiths, Thomas L.},
  doi = {}
}

@article{GriffithsEtAl2019,
  title = {Doing More with Less: Meta-Reasoning and Meta-Learning in Humans and Machines},
  author = {Griffiths, Thomas L. and Callaway, Frederick and Chang, Michael B. and Grant, Erin and Krueger, Paul M. and Lieder, Falk},
  journal = {Current Opinion in Behavioral Sciences},
  volume = {29},
  pages = {24--30},
  month = oct,
  year = {2019},
  doi = {10.1016/j.cobeha.2019.01.005},
  month_numeric = {10}
}

@conference{Das2019RLDM,
  title = {Remediating Cognitive Decline with Cognitive Tutors},
  author = {Das, Priyam and Callaway, Fred and Griffiths, Thomas L. and Lieder, Falk},
  year = {2019},
  doi = {10.13140/RG.2.2.36052.45443}
}

@conference{Iwama2019SJDM,
  title = {The Goal Characteristics (GC) questionannaire: A comprehensive measure for goals' content, attainability, interestingness, and usefulness},
  author = {Iwama, Gabriela and Wirzberger, Maria and Lieder, Falk},
  month = jun,
  year = {2019},
  doi = {10.13140/RG.2.2.24237.84961},
  month_numeric = {6}
}

@conference{Iwama2019SJDM_2,
  title = {Introducing the Decision Advisor: A simple online tool that helps people overcome cognitive biases and experience less regret in real-life decisions},
  author = {lawama, Gabrie and Greenberg, Spencer and Moore, Doug and Lieder, Falk},
  month = jun,
  year = {2019},
  doi = {10.13140/RG.2.2.10816.07689},
  month_numeric = {6}
}

@conference{Lieder2019RLDM,
  title = {A Cognitive Tutor for Helping People Overcome Present Bias},
  author = {Lieder, Falk and Callaway, Frederick and Jain, Yash Raj and Krueger, Paul M. and Das, Priyam and Gul, Sayan and Griffiths, Thomas L.},
  month = jul,
  year = {2019},
  note = {Falk Lieder and Frederick Callaway contributed equally to this publication.},
  doi = {10.13140/RG.2.2.10467.20006},
  month_numeric = {7}
}

@inproceedings{Jain2019CogSci,
  title = {Measuring How People Learn How to Plan},
  author = {Jain, Yash Raj and Callaway, Frederick and Lieder, Falk},
  booktitle = {Proceedings 41st Annual Meeting of the Cognitive Science Society},
  pages = {1956--1962},
  publisher = {CogSci2019},
  month = jul,
  year = {2019},
  doi = {},
  url = {https://cognitivesciencesociety.org/wp-content/uploads/2019/07/cogsci19_proceedings-8July2019-compressed.pdf},
  month_numeric = {7}
}

@conference{Mohnert2019CogSci,
  title = {What's in the Adaptive Toolbox and How Do People Choose From It? Rational Models of Strategy Selection in Risky Choice},
  author = {Mohnert, Florian and Pachur, Thorsten and Lieder, Falk},
  month = jul,
  year = {2019},
  doi = {},
  url = {https://www.researchgate.net/publication/332407478_What%27s_in_the_Adaptive_Toolbox_and_How_Do_People_Choose_From_It_Rational_Models_of_Strategy_Selection_in_Risky_Choice},
  month_numeric = {7}
}

@conference{Xu2019CogSci,
  title = {How should we incentivize learning? An optimal feedback mechanism for educational games and online courses},
  author = {Xu, Lin and Wirzberger, Maria and Lieder, Falk},
  month = jul,
  year = {2019},
  doi = {},
  url = {https://cognitivesciencesociety.org/wp-content/uploads/2019/07/cogsci19_proceedings-8July2019-compressed.pdf},
  month_numeric = {7}
}

@conference{Pothos2019CogSci,
  title = {Extending Rationality},
  author = {Pothos, Emmanuel M. and Busemeyer, Jerome R. and Pleskac, Tim and Yearsley, James M. and Tenenbaum, Joshua B. and Goodman, Noah D. and Tessler, Michael Henry and Griffiths, Thomas L. and Lieder, Falk and Hertwig, Ralph and Pachur, Thorsten and Leuker, Christina and Shiffrin, Richard M.},
  booktitle = {Proceedings of the 41st Annual Conference of the Cognitive Science Society},
  pages = {39--40},
  month = jul,
  year = {2019},
  doi = {},
  month_numeric = {7}
}

@inproceedings{Jain2019CogSci,
  title = {Measuring How People Learn How to Plan},
  author = {Jain, Yash Raj and Callaway, Frederick and Lieder, Falk},
  booktitle = {Proceedings 41st Annual Meeting of the Cognitive Science Society},
  pages = {1956--1962},
  publisher = {CogSci2019},
  month = jul,
  year = {2019},
  doi = {},
  url = {https://cognitivesciencesociety.org/wp-content/uploads/2019/07/cogsci19_proceedings-8July2019-compressed.pdf},
  month_numeric = {7}
}

@article{Liederetal2019Prostheses,
  title = {Cognitive Prostheses for Goal Achievement},
  author = {Lieder, Falk and Chen, Owen X. and Krueger, Paul M. and Griffiths, Thomas L.},
  journal = {Nature Human Behavior},
  volume = {3},
  month = aug,
  year = {2019},
  doi = {10.13140/RG.2.2.16279.06564/1},
  month_numeric = {8}
}

@conference{Mohnert2019CCN,
  title = {Testing Computational Models of Goal Pursuit},
  author = {Mohnert, Florian and Tosic, Mateo and Lieder, Falk},
  booktitle = {2019 Conference on Cognitive Computational Neuroscience,},
  month = sep,
  year = {2019},
  doi = {10.32470/CCN.2019.1350-0},
  url = {https://ccneuro.org/2019/proceedings/0001095.pdf},
  month_numeric = {9}
}

@conference{Jain2019CCN,
  title = {How do people learn how to plan?},
  author = {Jain, Yash Raj and Gupta, Sanit and Rakesh, Vasundhara and Dayan, Peter and Callaway, Frederick and Lieder, Falk},
  month = sep,
  year = {2019},
  doi = {},
  month_numeric = {9}
}

@article{lieder2018rational,
  title = {Rational metareasoning and the plasticity of cognitive control},
  author = {Lieder, Falk and Shenhav, Amitai and Musslick, Sebastian and Griffiths, Thomas L.},
  journal = {PLOS Computational Biology},
  volume = {14},
  number = {4},
  pages = {e1006043},
  publisher = {Public Library of Science},
  month = apr,
  year = {2018},
  doi = {https://doi.org/10.1371/journal.pcbi.1006043},
  month_numeric = {4}
}

@inproceedings{Callaway2018Resource,
  title = {A resource-rational analysis of human planning},
  author = {Callaway, Frederick and Lieder, Falk and Das, Priyam and Gul, Sayan and Krueger, Paul M. and Griffiths, Thomas L.},
  booktitle = {Proceedings of the 40th Annual Conference of the Cognitive Science Society},
  month = may,
  year = {2018},
  note = {Frederick Callaway and Falk Lieder contributed equally to this publication.},
  doi = {10.13140/RG.2.2.15636.40326},
  month_numeric = {5}
}

@inproceedings{Callaway2018Learning,
  title = {Learning to Select Computations},
  author = {Callaway, Frederick and Gul, Sayan and Krueger, Paul M. and Griffiths, Thomas L. and Lieder, Falk},
  booktitle = {{Uncertainty in Artificial Intelligence: Proceedings of the Thirty-Fourth Conference}},
  month = aug,
  year = {2018},
  note = {Frederick Callaway and Sayan Gul  and Falk Lieder contributed equally to this publication.},
  doi = {},
  url = {https://arxiv.org/pdf/1711.06892.pdf},
  month_numeric = {8}
}

@conference{Gul2018Discovering,
  title = {Discovering Rational Heuristics for Risky Choice},
  author = {Gul, Sayan and Krueger, Paul M. and Callaway, Frederick and Griffiths, Thomas L. and Lieder, Falk},
  booktitle = {The 14th biannual conference of the German Society for Cognitive Science, GK},
  month = sep,
  year = {2018},
  doi = {},
  url = {http://cocosci.princeton.edu/falk/KogWis_Discovering_Heuristics.pdf},
  month_numeric = {9}
}

@inproceedings{liederdiscovering,
  title = {Discovering and Teaching Optimal Planning Strategies},
  author = {Lieder, Falk and Callaway, Frederick and Krueger, Paul M. and Das, Pryam and Griffiths, Thomas L. and Gul, Sayan},
  booktitle = {{The 14th biannual conference of the German Society for Cognitive Science, GK}},
  month = sep,
  year = {2018},
  note = {Falk Lieder and Frederick Callaway contributed equally to this publication.},
  doi = {},
  url = {http://cocosci.princeton.edu/falk/KogWis_Cognitive_Tutors.pdf},
  month_numeric = {9}
}

@article{reichmangoal,
  title = {The Computational Challenges of Pursuing Multiple Goals: Network Structure of Goal Systems Predicts Human Performance},
  author = {Reichman, Daniel and Lieder, Falk and Bourgin, David D. and Talmon, Nimrod and Griffiths, Thomas L.},
  journal = {PsyArXiv},
  year = {2018},
  doi = {10.31234/osf.io/fqh3x}
}

@phdthesis{lieder2018beyond,
  title = {Beyond Bounded Rationality: Reverse-Engineering and Enhancing Human Intelligence},
  author = {Lieder, Falk},
  school = {{University of California, Berkeley}},
  year = {2018},
  doi = {10.13140/RG.2.2.16888.55041}
}

@article{lieder2018over,
  title = {Over-Representation of Extreme Events in Decision Making Reflects Rational Use of Cognitive Resources},
  author = {Lieder, Falk and Griffiths, Thomas L. and Hsu, Ming},
  journal = {Psychological Review},
  volume = {125},
  number = {1},
  pages = {1--32},
  month = jan,
  year = {2018},
  doi = {10.1037/rev0000074},
  month_numeric = {1}
}

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}
}

@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 = {}
}

@article{shenhav2017toward,
  title = {Toward a rational and mechanistic account of mental effort},
  author = {Shenhav, A. and Musslick, S. and Lieder, F. and Kool, W. and Griffiths, T.L. and Cohen, J.D. and Botvinick, M.M.},
  journal = {Annual Review of Neuroscience},
  volume = {40},
  pages = {99-124},
  publisher = {Annual Reviews},
  year = {2017},
  doi = {}
}

@article{lieder2017anchoring,
  title = {The anchoring bias reflects rational use of cognitive resources},
  author = {Lieder, Falk and Griffiths, Thomas L. and Huys, Quentin J. M. and Goodman, Noah D.},
  journal = {Psychonomic Bulletin & Review},
  volume = {25},
  pages = {762--794},
  publisher = {Springer},
  year = {2017},
  doi = {}
}

@inproceedings{callaway2017helping,
  title = {Helping people choose subgoals with sparse pseudo rewards},
  author = {Callaway, Frederick and Lieder, Falk and Griffiths, Thomas L},
  booktitle = {Proceedings of the Third Multidisciplinary Conference on Reinforcement Learning and Decision Making},
  year = {2017},
  doi = {}
}

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