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Maria Eckstein
Maria Eckstein
Research Scientist, DeepMind
Verified email at deepmind.com - Homepage
Title
Cited by
Cited by
Year
Beyond eye gaze: What else can eyetracking reveal about cognition and cognitive development?
MK Eckstein, B Guerra-Carrillo, ATM Singley, SA Bunge
Developmental cognitive neuroscience 25, 69-91, 2017
6652017
What do reinforcement learning models measure? Interpreting model parameters in cognition and neuroscience
MK Eckstein, L Wilbrecht, AGE Collins
Current opinion in behavioral sciences 41, 128-137, 2021
672021
Disentangling the systems contributing to changes in learning during adolescence
SL Master, MK Eckstein, N Gotlieb, R Dahl, L Wilbrecht, AGE Collins
Developmental cognitive neuroscience 41, 100732, 2020
642020
Computational evidence for hierarchically structured reinforcement learning in humans
MK Eckstein, AGE Collins
Proceedings of the National Academy of Sciences 117 (47), 29381-29389, 2020
612020
The interpretation of computational model parameters depends on the context
MK Eckstein, SL Master, L Xia, RE Dahl, L Wilbrecht, AGE Collins
Elife 11, e75474, 2022
492022
The unique advantage of adolescents in probabilistic reversal: Reinforcement learning and Bayesian inference provide adequate and complementary models
MK Eckstein, SL Master, RE Dahl, L Wilbrecht, AGE Collins
43*2021
Options as responses: Grounding behavioural hierarchies in multi-agent reinforcement learning
A Vezhnevets, Y Wu, M Eckstein, R Leblond, JZ Leibo
International Conference on Machine Learning, 9733-9742, 2020
292020
Modeling changes in probabilistic reinforcement learning during adolescence
L Xia, SL Master, MK Eckstein, B Baribault, RE Dahl, L Wilbrecht, ...
PLoS computational biology 17 (7), e1008524, 2021
232021
Beyond eye gaze: what else can eyetracking reveal about cognition and cognitive development? Dev. Cogn. Neurosci. 25, 69–91
MK Eckstein, B Guerra-Carrillo, AT Miller Singley, SA Bunge
162017
Learning under uncertainty changes during adolescence
L Xia, SL Master, M Eckstein, L Wilbrecht, AGE Collins
132020
How the inference of hierarchical rules unfolds over time
MK Eckstein, A Starr, SA Bunge
Cognition 185, 151-162, 2019
122019
Beyond eye gaze: What else can eyetracking reveal about cognition and cognitive development? Dev Cogn Neurosci. 2017; 25: 69–91
MK Eckstein, B Guerra-Carrillo, AT Miller Singley, SA Bunge
9
How the mind creates structure: Hierarchical learning of action sequences
MK Eckstein, AGE Collins
CogSci... Annual Conference of the Cognitive Science Society. Cognitive …, 2021
82021
Cognitive model discovery via disentangled rnns
K Miller, M Eckstein, M Botvinick, Z Kurth-Nelson
Advances in Neural Information Processing Systems 36, 2024
42024
Predictive and interpretable: Combining artificial neural networks and classic cognitive models to understand human learning and decision making
MK Eckstein, C Summerfield, ND Daw, KJ Miller
BioRxiv, 2023.05. 17.541226, 2023
42023
Evidence for hierarchically-structured reinforcement learning in humans.
MK Eckstein, A Collins
CogSci, 2018
22018
Nucleus accumbens dopamine release reflects Bayesian inference during instrumental learning
AJ Qü, LH Tai, CD Hall, EM Tu, MK Eckstein, K Mishchanchuk, WC Lin, ...
bioRxiv, 2023
12023
Learning agents that acquire representations of social groups.
JZ Leibo, AS Vezhnevets, MK Eckstein, JP Agapiou, EA Duéńez-Guzmán
Behavioral & Brain Sciences 45, 2022
12022
Reinforcement learning and Bayesian inference provide complementary models for the of adolescents in stochastic reversal
MK Eckstein, SL Master, RE Dahl, L Wilbrecht, AGE Collins
DEVELOPMENTAL COGNITIVE NEUROSCIENCE 55, 2022
2022
" Beyond eye gaze: What else can eyetracking reveal about cognition and cognitive development?": Erratum.
MK Eckstein, B Guerra-Carrillo, AT Miller Singley, SA Bunge
Elsevier Science, 2020
2020
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