Publications
DEPARTMENTS
Emperical Interference
Haptic Intelligence
Modern Magnetic Systems
Perceiving Systems
Physical Intelligence
Robotic Materials
Social Foundations of Computation
Research Groups
Autonomous Vision
Autonomous Learning
Bioinspired Autonomous Miniature Robots
Dynamic Locomotion
Embodied Vision
Human Aspects of Machine Learning
Intelligent Control Systems
Learning and Dynamical Systems
Locomotion in Biorobotic and Somatic Systems
Micro, Nano, and Molecular Systems
Movement Generation and Control
Neural Capture and Synthesis
Physics for Inference and Optimization
Organizational Leadership and Diversity
Probabilistic Learning Group
Topics
Robot Learning
Conference Paper
2022
Autonomous Learning
Robotics
AI
Career
Award
Rationality Enhancement
Conference Paper
Promoting metacognitive learning through systematic reflection
Becker, F., Lieder, F.
Workshop on Metacognition in the Age of AI. Thirty-fifth Conference on Neural Information Processing Systems, 35th Conference on Neural Information Processing Systems (NeurIPS 2021), December 2021 (Published)
DOI
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Rationality Enhancement
Article
A Rational Reinterpretation of Dual Process Theories
Milli, S., Lieder, F., Griffiths, T. L.
Cognition, 217, December 2021 (Published)
DOI
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BibTeX
Rationality Enhancement
Conference Paper
Have I done enough planning or should I plan more?
He, R., Jain, Y. R., Lieder, F.
Workshop on Metacognition in the Age of AI. Thirty-fifth Conference on Neural Information Processing Systems, Long Paper, Workshop on Metacognition in the Age of AI. Thirty-fifth Conference on Neural Information Processing Systems, December 2021, Accepted (Accepted)
BibTeX
Rationality Enhancement
Article
Resource-Rational Models of Human Goal Pursuit
Prystawski, B., Mohnert, F., Tošić, M., Lieder, F.
Topics in Cognitive Science, 14(3):528-549 , Online, Wiley Online Library, August 2021 (Published)
Resource-rational models of human goal pursuit
DOI
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Rationality Enhancement
Conference Paper
Encouraging far-sightedness with automatically generated descriptions of optimal planning strategies: Potentials and Limitations
Becker, F., Skirzynski, J. M., van Opheusden, B., Lieder, F.
Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, Online, Annual Meeting of the Cognitive Science Society, July 2021 (Published)
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BibTeX
Rationality Enhancement
Talk
Improving Human Decision-Making by Discovering Efficient Strategies for Hierarchical Planning
Heindrich, L., Consul, S., Stojcheski, J., Lieder, F.
Tübingen, Germany, The first edition of Life Improvement Science Conference, June 2021, Accepted (Accepted)
BibTeX
Rationality Enhancement
Conference Paper
Leveraging AI to support the self-directed learning of disadvantaged youth in developing countries
Teo, J., Pauly, R., Heindrich, L., Amo, V., Lieder, F.
The first Life Improvement Science Conference, Tübingen, Germany, The first Life Improvement Science Conference, June 2021, Accepted (Accepted)
BibTeX
Rationality Enhancement
Poster
Promoting metacognitive learning through systematic reflection
Frederic Becker, , Lieder, F.
The first edition of Life Improvement Science Conference, June 2021 (Published)
BibTeX
Rationality Enhancement
Article
Toward a Formal Theory of Proactivity
Lieder, F., Iwama, G.
Cognitive, Affective, & Behavioral Neuroscience, 42:490-508, Springer, June 2021 (Published)
Toward a formal theory of proactivity
DOI
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Rationality Enhancement
Conference Paper
’What Do You Want in Life and How Can You Get There?’ An Evaluation of a Hierarchical Goal-Setting Chatbot
González Cruz, H., Prentice, M., Lieder, F.
13th Annual meeting of the Society for the Science of Motivation, Abstract of presentation at the 13th SSM Virtual Congress, Society for the Science of Motivation, Virtual Congress, May 2021 (Published)
BibTeX
Rationality Enhancement
Conference Paper
Evaluating Life Reflection Techniques to Help People Set Better Value-Driven Life Goals
Prentice, M., González Cruz, H., Lieder, F.
13th Annual Conference of the Society for the Science of Motivation, Society for the Science of Motivation, 13th Annual Conference of the Society for the Science of Motivation , May 2021 ()
BibTeX
Rationality Enhancement
Technical Report
Toward a Science of Effective Well-Doing
Lieder, F., Prentice, M., Corwin-Renner, E.
May 2021 ()
Preprint
BibTeX
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
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BibTeX
Rationality Enhancement
Article
Do Behavioral Observations Make People Catch the Goal? A Meta-Analysis on Goal Contagion
Brohmer, H., Eckerstorfer, L. V., van Aert, R. C., Corcoran, K.
International Review of Social Psychology , 34(1):3, Online, January 2021 (Published)
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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
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BibTeX
Rationality Enhancement
Article
Development and Validation of a Goal Characteristics Questionnaire
Iwama, G., Weber, F., Prentice, M., Lieder, F.
Collabra Psychology, 2021, Submitted (Submitted)
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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 ()
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