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 | 1000 | 2017 |
Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources F Lieder, TL Griffiths Behavioral and Brain Sciences, 2020 | 673 | 2020 |
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 | 567* | 2015 |
The anchoring bias reflects rational use of cognitive resources F Lieder, TL Griffiths, QJM Huys, ND Goodman Psychonomic Bulletin & Review, 2017 | 308 | 2017 |
Strategy selection as rational metareasoning F Lieder, T Griffiths Psychological Review, 2017 | 215 | 2017 |
Over-representation of extreme events in decision making reflects rational use of cognitive resources F Lieder, TL Griffiths, M Hsu Psychological Review, 2018 | 211 | 2018 |
Rational metareasoning and the plasticity of cognitive control F Lieder, A Shenhav, S Musslick, TL Griffiths PLoS computational biology 14 (4), e1006043, 2018 | 197 | 2018 |
Modelling trial-by-trial changes in the mismatch negativity F Lieder, J Daunizeau, MI Garrido, KJ Friston, KE Stephan PLoS computational biology 9 (2), e1002911, 2013 | 189 | 2013 |
Burn-in, bias, and the rationality of anchoring F Lieder, TL Griffiths, ND Goodman Advances in Neural Information Processing Systems, 2699-2707, 2012 | 143 | 2012 |
A neurocomputational model of the mismatch negativity F Lieder, KE Stephan, J Daunizeau, MI Garrido, KJ Friston PLoS computational biology 9 (11), e1003288, 2013 | 132 | 2013 |
Doing more with less: Meta-reasoning and meta-learning in humans and machines TL Griffiths, F Callaway, MB Chang, E Grant, PM Krueger, F Lieder Current Opinion in Behavioral Sciences 29, 2019 | 129 | 2019 |
A resource-rational analysis of human planning. F Callaway, F Lieder, P Das, S Gul, PM Krueger, T Griffiths CogSci, 2018 | 94 | 2018 |
Empirical Evidence for Resource-Rational Anchoring and Adjustment F Lieder, TL Griffiths, QJM Huys, ND Goodman Psychonomic Bulletin & Review, 2017 | 86 | 2017 |
Rational use of cognitive resources in human planning F Callaway, B van Opheusden, S Gul, P Das, PM Krueger, TL Griffiths, ... Nature Human Behaviour, 2022 | 80 | 2022 |
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 | 76 | 2017 |
Cognitive prostheses for goal achievement F Lieder, OX Chen, PM Krueger, TL Griffiths Nature Human Behavior, 2019 | 73 | 2019 |
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 | 70 | 2017 |
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 | 70 | 2014 |
A Rational Reinterpretation of Dual-Process Theories S Milli, F Lieder, TL Griffiths Cognition 217, 2021 | 63 | 2021 |
Learning to select computations F Callaway, S Gul, PM Krueger, TL Griffiths, F Lieder Uncertainty in Artificial Intelligence, 2017 | 63 | 2017 |