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Falk Lieder

Rationality Enhancement Alumni

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Rationality Enhancement Article Automatic Discovery of Interpretable Planning Strategies Skirzyński, J., Becker, F., Lieder, F. Machine Learning, 110:2641-2683, 2021 (Published) Automatic Discovery of Interpretable Planning Strategies The code for our algorithm and the experiments is available URL BibTeX
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Rationality Enhancement Article Learning to Overexert Cognitive Control in a Stroop Task Bustamante, L., Lieder, F., Musslick, S., Shenhav, A., Cohen, J. Cognitive, Affective, & Behavioral Neuroscience, 21:453-471, January 2021, Laura Bustamante and Falk Lieder contributed equally to this publication. (Published) Learning to Overexert Cognitive Control in a Stroop Task Learning to Overexert Cognitive Control in a Stroop Tas DOI URL BibTeX
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Rationality Enhancement Article Development and Validation of a Goal Characteristics Questionnaire Iwama, G., Weber, F., Prentice, M., Lieder, F. Collabra Psychology, 2021 (Submitted) DOI URL BibTeX
Rationality Enhancement Conference Paper Measuring and modelling how people learn how to plan and how people adapt their planning strategies the to structure of the environment He, R., Jain, Y. R., Lieder, F. International Conference on Cognitive Modeling, International Conference on Cognitive Modeling, 2021 URL BibTeX
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Rationality Enhancement Technical Report Optimal To-Do List Gamification for Long Term Planning Consul, S., Stojcheski, J., Felso, V., Lieder, F. arXiv preprint arXiv:2109.06505, 2021 (Published) DOI URL BibTeX
Rationality Enhancement Article Improving Human Decision-Making using Metalevel-RL and Bayesian Inference Kemtur, A., Jain, Y. R., Mehta, A., Callaway, F., Consul, S., Stojcheski, J., Lieder, F. NeurIPS Workshop on Challenges for Real-World RL, December 2020 (Accepted) Improving Human Decision-Making using Metalevel-RL and Bayesian Inference BibTeX
Rationality Enhancement Conference Paper A Gamified App that Helps People Overcome Self-Limiting Beliefs by Promoting Metacognition Amo, V., Lieder, F. SIG 8 Meets SIG 16, SIG 8 Meets SIG 16, September 2020 (Accepted) A gamified app that helps people overcome self-limiting beliefs by promoting metacognition BibTeX
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Rationality Enhancement Technical Report Optimal To-Do List Gamification Stojcheski, J., Felso, V., Lieder, F. ArXiv Preprint, 2020 (Published) DOI URL BibTeX
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Rationality Enhancement Software Workshop Conference Paper How to navigate everyday distractions: Leveraging optimal feedback to train attention control Wirzberger, M., Lado, A., Eckerstorfer, L., Oreshnikov, I., Passy, J., Stock, A., Shenhav, A., Lieder, F. Proceedings of the 42nd Annual Meeting of the Cognitive Science Society, Cognitive Science Society, July 2020 How to navigate everyday distractions: Leveraging optimal feedback to train attention control DOI BibTeX
Rationality Enhancement Conference Paper Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment Kemtur, A., Jain, Y. R., Mehta, A., Callaway, F., Consul, S., Stojcheski, J., Lieder, F. Proceedings of the 42nd Annual Meeting of the Cognitive Science Society, Cognitive Science Society, CogSci, July 2020, Anirudha Kemtur and Yash Raj Jain contributed equally to this publication. (Published) Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment BibTeX
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Rationality Enhancement Article Automatic Discovery of Interpretable Planning Strategies Skirzyński, J., Becker, F., Lieder, F. Machine Learning, 110:2641-2683, 2021 (Published) Automatic Discovery of Interpretable Planning Strategies The code for our algorithm and the experiments is available URL BibTeX
Thumb ticker lg article for julian
Rationality Enhancement Article Learning to Overexert Cognitive Control in a Stroop Task Bustamante, L., Lieder, F., Musslick, S., Shenhav, A., Cohen, J. Cognitive, Affective, & Behavioral Neuroscience, 21:453-471, January 2021, Laura Bustamante and Falk Lieder contributed equally to this publication. (Published) Learning to Overexert Cognitive Control in a Stroop Task Learning to Overexert Cognitive Control in a Stroop Tas DOI URL BibTeX
Thumb ticker lg stroop2020
Rationality Enhancement Article Development and Validation of a Goal Characteristics Questionnaire Iwama, G., Weber, F., Prentice, M., Lieder, F. Collabra Psychology, 2021 (Submitted) DOI URL BibTeX
Rationality Enhancement Conference Paper Measuring and modelling how people learn how to plan and how people adapt their planning strategies the to structure of the environment He, R., Jain, Y. R., Lieder, F. International Conference on Cognitive Modeling, International Conference on Cognitive Modeling, 2021 URL BibTeX
Thumb ticker lg heruiqi planning strategies
Rationality Enhancement Technical Report Optimal To-Do List Gamification for Long Term Planning Consul, S., Stojcheski, J., Felso, V., Lieder, F. arXiv preprint arXiv:2109.06505, 2021 (Published) DOI URL BibTeX
Rationality Enhancement Article Improving Human Decision-Making using Metalevel-RL and Bayesian Inference Kemtur, A., Jain, Y. R., Mehta, A., Callaway, F., Consul, S., Stojcheski, J., Lieder, F. NeurIPS Workshop on Challenges for Real-World RL, December 2020 (Accepted) Improving Human Decision-Making using Metalevel-RL and Bayesian Inference BibTeX
Rationality Enhancement Conference Paper A Gamified App that Helps People Overcome Self-Limiting Beliefs by Promoting Metacognition Amo, V., Lieder, F. SIG 8 Meets SIG 16, SIG 8 Meets SIG 16, September 2020 (Accepted) A gamified app that helps people overcome self-limiting beliefs by promoting metacognition BibTeX
Thumb ticker lg gamified
Rationality Enhancement Technical Report Optimal To-Do List Gamification Stojcheski, J., Felso, V., Lieder, F. ArXiv Preprint, 2020 (Published) DOI URL BibTeX
Thumb ticker lg pipeline v2
Rationality Enhancement Software Workshop Conference Paper How to navigate everyday distractions: Leveraging optimal feedback to train attention control Wirzberger, M., Lado, A., Eckerstorfer, L., Oreshnikov, I., Passy, J., Stock, A., Shenhav, A., Lieder, F. Proceedings of the 42nd Annual Meeting of the Cognitive Science Society, Cognitive Science Society, July 2020 How to navigate everyday distractions: Leveraging optimal feedback to train attention control DOI BibTeX
Rationality Enhancement Conference Paper Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment Kemtur, A., Jain, Y. R., Mehta, A., Callaway, F., Consul, S., Stojcheski, J., Lieder, F. Proceedings of the 42nd Annual Meeting of the Cognitive Science Society, Cognitive Science Society, CogSci, July 2020, Anirudha Kemtur and Yash Raj Jain contributed equally to this publication. (Published) Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment BibTeX
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