Falk Lieder
Falk Lieder
Max Planck Institute for Intelligent Systems, Tübingen
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Toward a rational and mechanistic account of mental effort
A Shenhav, S Musslick, F Lieder, W Kool, TL Griffiths, JD Cohen, ...
Annual Review of Neuroscience 40, 2017
4022017
Rational use of cognitive resources: Levels of analysis between the computational and the algorithmic
TL Griffiths, F Lieder, ND Goodman
Topics in Cognitive Science 7 (2), 217-229, 2015
3182015
The anchoring bias reflects rational use of cognitive resources
F Lieder, TL Griffiths, QJM Huys, ND Goodman
Psychonomic Bulletin & Review, 2017
1292017
Burn-in, bias, and the rationality of anchoring
F Lieder, TL Griffiths, ND Goodman
Advances in Neural Information Processing Systems, 2699-2707, 2012
1132012
Modelling trial-by-trial changes in the mismatch negativity
F Lieder, J Daunizeau, MI Garrido, KJ Friston, KE Stephan
PLoS Comput Biol 9 (2), e1002911, 2013
1112013
Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources
F Lieder, TL Griffiths
Behavioral and Brain Sciences, 2020
1102020
Over-representation of extreme events in decision making reflects rational use of cognitive resources
F Lieder, TL Griffiths, M Hsu
Psychological Review, 2018
992018
Strategy selection as rational metareasoning
F Lieder, T Griffiths
Psychological Review, 2017
992017
A neurocomputational model of the mismatch negativity
F Lieder, KE Stephan, J Daunizeau, MI Garrido, KJ Friston
PLoS Comput Biol 9 (11), e1003288, 2013
852013
Rational metareasoning and the plasticity of cognitive control
F Lieder, A Shenhav, S Musslick, TL Griffiths
PLoS computational biology 14 (4), e1006043, 2018
722018
The high availability of extreme events serves resource-rational decision-making
F Lieder, M Hsu, TL Griffiths
Proceedings of the 36th Annual Conference of the Cognitive Science Society, 2014
612014
Empirical Evidence for Resource-Rational Anchoring and Adjustment
F Lieder, TL Griffiths, QJM Huys, ND Goodman
Psychonomic Bulletin & Review, 2017
572017
A resource-rational analysis of human planning.
F Callaway, F Lieder, P Das, S Gul, PM Krueger, T Griffiths
CogSci, 2018
522018
An automatic method for discovering rational heuristics for risky choice
F Lieder, PM Krueger, TL Griffiths
Proceedings of the 39th Annual Meeting of the Cognitive Science Society …, 2017
482017
Enhancing metacognitive reinforcement learning using reward structures and feedback
PM Krueger, F Lieder, TL Griffiths
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017
462017
When to use which heuristic: A rational solution to the strategy selection problem
F Lieder, TL Griffiths
Proceedings of the 37th Annual Conference of the Cognitive Science Society, 2015
452015
Algorithm selection by rational metareasoning as a model of human strategy selection
F Lieder, D Plunkett, JB Hamrick, SJ Russell, NJ Hay, TL Griffiths
Advances in Neural Information Processing Systems 27, 2014
432014
When does bounded-optimal metareasoning favor few cognitive systems?
S Milli, F Lieder, TL Griffiths
AAAI Conference on Artificial Intelligence 31, 2017
392017
Cognitive prostheses for goal achievement
F Lieder, OX Chen, PM Krueger, TL Griffiths
Nature Human Behavior, 2019
382019
Learning to select computations
F Callaway, S Gul, PM Krueger, TL Griffiths, F Lieder
Uncertainty in Artificial Intelligence, 2017
382017
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Artiklar 1–20