Falk Lieder

University of California, Berkeley, Berkeley, CA 
Computational Cognitive Science
"Falk Lieder"


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Klaas Enno Stephan research assistant 2009-2013 ETH/Uni Zurich (Neurotree)
Quentin Huys research assistant 2012-2013 ETH/Uni Zurich
Thomas L. Griffiths grad student 2013-2018 UC Berkeley (Neurotree)


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Anirudha Kemtur research assistant (Neurotree)
Valkyrie Felso grad student 2019-
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Bustamante L, Lieder F, Musslick S, et al. (2021) Learning to Overexert Cognitive Control in a Stroop Task. Cognitive, Affective & Behavioral Neuroscience
Lieder F, Griffiths TL. (2020) Advancing rational analysis to the algorithmic level. The Behavioral and Brain Sciences. 43: e27
Lieder F, Chen OX, Krueger PM, et al. (2019) Cognitive prostheses for goal achievement. Nature Human Behaviour
Lieder F, Griffiths TL. (2019) Resource-rational analysis: understanding human cognition as the optimal use of limited computational resources. The Behavioral and Brain Sciences. 1-85
Lieder F, Shenhav A, Musslick S, et al. (2018) Rational metareasoning and the plasticity of cognitive control. Plos Computational Biology. 14: e1006043
Lieder F, Griffiths TL. (2017) Strategy selection as rational metareasoning. Psychological Review. 124: 762-794
Lieder F, Griffiths TL, Hsu M. (2017) Overrepresentation of Extreme Events in Decision Making Reflects Rational Use of Cognitive Resources. Psychological Review
Lieder F, Griffiths TL, M Huys QJ, et al. (2017) The anchoring bias reflects rational use of cognitive resources. Psychonomic Bulletin & Review
Lieder F, Griffiths TL, M Huys QJ, et al. (2017) Empirical evidence for resource-rational anchoring and adjustment. Psychonomic Bulletin & Review
Shenhav A, Musslick S, Lieder F, et al. (2017) Toward a Rational and Mechanistic Account of Mental Effort. Annual Review of Neuroscience
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