Maria Eckstein
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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
3122017
Distentangling 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
162020
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
112017
Learning under uncertainty changes during adolescence
L Xia, S Master, M Eckstein, L Wilbrecht, AGE Collins
Proceedings of the Cognitive Science Society, 2020
52020
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
42020
Understanding the Unique Advantage of Adolescents in Stochastic, Volatile Environments: Combining Reinforcement Learning and Bayesian Inference
MK Eckstein, SL Master, RE Dahl, L Wilbrecht, AGE Collins
bioRxiv, 2020
42020
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
32020
How the inference of hierarchical rules unfolds over time
MK Eckstein, A Starr, SA Bunge
Cognition 185, 151-162, 2019
22019
Disentangling the systems contributing to changes in learning during adolescence (vol 41, 100732, 2020)
SL Master, MK Eckstein, N Gotlieb, R Dahl, L Wilbrecht, AGE Collins
DEVELOPMENTAL COGNITIVE NEUROSCIENCE 45, 2020
12020
Evidence for hierarchically-structured reinforcement learning in humans.
M Eckstein, A Collins
CogSci, 2018
12018
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
bioRxiv, 2020.07. 04.187971, 2021
2021
" 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
Corrigendum to “Disentangling the systems contributing to changes in learning during adolescence”[Dev. Cogn. Neurosci. 41, 2020, 100732]
SL Master, MK Eckstein, N Gotlieb, R Dahl, L Wilbrecht, AGE Collins
Developmental cognitive neuroscience 45, 2020
2020
Computational Models of Learning and Hierarchy
MK Eckstein
UC Berkeley, 2020
2020
Modeling Changes in Probabilistic Reinforcement Learning during Adolescence
L Xia, SL Master, MK Eckstein, B Baribault, RE Dahl, L Wilbrecht, ...
bioRxiv, 2020
2020
Modeling the development of decision making in volatile environments using strategies, reinforcement learning, and Bayesian inference
MK Eckstein, SL Master, R Dahl, L Wilbrecht13, AGE Collins
Conference on Cognitive Computational Neuroscience (CCN 2019), 48-51, 2019
2019
Collins
MK Eckstein, SL Master, RE Dahl, L Wilbrecht, A GE
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