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Kevin J. Miller
Kevin J. Miller
Verified email at ucl.ac.uk - Homepage
Title
Cited by
Cited by
Year
Habits without values.
KJ Miller, A Shenhav, EA Ludvig
Psychological review 126 (2), 292, 2019
2862019
Dorsal hippocampus contributes to model-based planning
KJ Miller, MM Botvinick, CD Brody
Nature neuroscience 20 (9), 1269-1276, 2017
2152017
Deep reinforcement learning and its neuroscientific implications
M Botvinick, JX Wang, W Dabney, KJ Miller, Z Kurth-Nelson
Neuron 107 (4), 603-616, 2020
1872020
Meta-learning of Sequential Strategies
PA Ortega, JX Wang, M Rowland, T Genewein, Z Kurth-Nelson, ...
arXiv preprint arXiv:1905.03030, 2019
892019
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
872016
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, 601, 2014
682014
Value representations in the rodent orbitofrontal cortex drive learning, not choice
KJ Miller, MM Botvinick, CD Brody
eLife 11, e64575, 2022
61*2022
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
472018
Multi-step Planning in the Brain
KJ Miller, SJC Venditto
Current Opinion in Behavioral Sciences 38, 29-39, 2021
382021
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
342023
Identifying Model-Based and Model-Free Patterns in Behavior on Multi-Step Tasks
KJ Miller, CD Brody, MM Botvinick
bioRxiv, 096339, 2016
23*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
18*2021
Cognitive model discovery via disentangled rnns
K Miller, M Eckstein, M Botvinick, Z Kurth-Nelson
Advances in Neural Information Processing Systems 36, 2024
92024
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
92023
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
32023
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
22024
Dorsal prefrontal cortex drives perseverative behavior in mice
A Lebedeva, Y Wang, L Funnell, B Terry, J Oh, K Miller, KD Harris
bioRxiv, 2024.05. 02.592241, 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
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