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Kevin J. Miller
Kevin J. Miller
Bestätigte E-Mail-Adresse bei ucl.ac.uk - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Habits without values.
KJ Miller, A Shenhav, EA Ludvig
Psychological review 126 (2), 292, 2019
2652019
Dorsal hippocampus contributes to model-based planning
KJ Miller, MM Botvinick, CD Brody
Nature neuroscience 20 (9), 1269-1276, 2017
2092017
Deep reinforcement learning and its neuroscientific implications
M Botvinick, JX Wang, W Dabney, KJ Miller, Z Kurth-Nelson
Neuron 107 (4), 603-616, 2020
1672020
Irrational time allocation in decision-making
B Oud, I Krajbich, K Miller, JH Cheong, M Botvinick, E Fehr
Proceedings of the Royal Society B: Biological Sciences 283 (1822), 20151439, 2016
852016
Meta-learning of Sequential Strategies
PA Ortega, JX Wang, M Rowland, T Genewein, Z Kurth-Nelson, ...
arXiv preprint arXiv:1905.03030, 2019
812019
Unconscious neural processing differs with method used to render stimuli invisible
SV Fogelson, PJ Kohler, KJ Miller, R Granger, PU Tse
Frontiers in psychology 5, 89400, 2014
662014
Re-aligning models of habitual and goal-directed decision-making
KJ Miller, EA Ludvig, G Pezzulo, A Shenhav
Goal-Directed Decision Making: Computations and Neural Circuits, 2018
432018
Multi-step Planning in the Brain
KJ Miller, SJC Venditto
Current Opinion in Behavioral Sciences 38, 29-39, 2021
382021
Value representations in the rodent orbitofrontal cortex drive learning, not choice
KJ Miller, MM Botvinick, CD Brody
eLife 11, e64575, 2022
34*2022
Replay and compositional computation
Z Kurth-Nelson, T Behrens, G Wayne, K Miller, L Luettgau, R Dolan, Y Liu, ...
Neuron 111 (4), 454-469, 2023
242023
Identifying Model-Based and Model-Free Patterns in Behavior on Multi-Step Tasks
KJ Miller, CD Brody, MM Botvinick
bioRxiv, 096339, 2016
24*2016
From predictive models to cognitive models: Separable behavioral processes underlying reward learning in the rat
KJ Miller, MM Botvinick, CD Brody
bioRxiv, 461129, 2021
16*2021
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
A unified theory of dual-process control
T Moskovitz, K Miller, M Sahani, MM Botvinick
arXiv preprint arXiv:2211.07036, 2022
42022
Computational and systems neuroscience: The next 20 years
C Summerfield, K Miller
Plos Biology 21 (9), e3002306, 2023
12023
Dynamic reinforcement learning reveals time-dependent shifts in strategy during reward learning.
SJC Venditto, KJ Miller, CD Brody, ND Daw
bioRxiv, 2024.02. 28.582617, 2024
2024
Conditional Randomization Tests for Behavioral and Neural Time Series
KD Harris, KJ Miller
arXiv preprint arXiv:2311.03554, 2023
2023
Structured Credit Assignment in Mice
KJ Miller, L Freeman, YJ Oh, M Botvinick, K Harris
Computational Cognitive Neuroscience, 2023
2023
Neural Mechanisms of Model-Based Planning in the Rat
KJ Miller
Princeton University, 2017
2017
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