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Kyle Dunovan
Kyle Dunovan
Postdoctoral Researcher, Carnegie Mellon University
Adresse e-mail validée de andrew.cmu.edu - Page d'accueil
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Competing basal ganglia pathways determine the difference between stopping and deciding not to go
K Dunovan, B Lynch, T Molesworth, T Verstynen
Elife 4, e08723, 2015
962015
Prior probability and feature predictability interactively bias perceptual decisions
KE Dunovan, JJ Tremel, ME Wheeler
Neuropsychologia 61, 210-221, 2014
732014
Believer-Skeptic Meets Actor-Critic: Rethinking the Role of Basal Ganglia Pathways during Decision-Making and Reinforcement Learning
K Dunovan, T Verstynen
Frontiers in Neuroscience 10 (106), 1-15, 2016
692016
Reward-driven changes in striatal pathway competition shape evidence evaluation in decision-making
K Dunovan, C Vich, M Clapp, T Verstynen, J Rubin
PLoS computational biology 15 (5), e1006998, 2019
342019
Computational and neural signatures of pre and post-sensory expectation bias in inferior temporal cortex
K Dunovan, ME Wheeler
Scientific Reports 8 (1), 13256, 2018
202018
Effects of beta-band and gamma-band rhythmic stimulation on motor inhibition
I Leunissen, M Van Steenkiste, KF Heise, TS Monteiro, K Dunovan, ...
IScience 25 (5), 2022
18*2022
Corticostriatal synaptic weight evolution in a two-alternative forced choice task: a computational study
C Vich, K Dunovan, T Verstynen, J Rubin
Communications in Nonlinear Science and Numerical Simulation 82, 105048, 2020
162020
Errors in action timing and inhibition facilitate learning by tuning distinct mechanisms in the underlying decision process
K Dunovan, T Verstynen
Journal of Neuroscience 39 (12), 2251-2264, 2019
152019
Dynamic decision policy reconfiguration under outcome uncertainty
K Bond, K Dunovan, A Porter, JE Rubin, T Verstynen
Elife 10, e65540, 2021
92021
Value-conflict and volatility influence distinct decision-making processes
K Bond, K Dunovan, T Verstynen
Pittsburgh, PA: Department of Psychology and Center for the Neural Basis of …, 2018
52018
Better Safe than Sorry: Evidence Accumulation Allows for Safe Reinforcement Learning
A Agarwal, A Kumar V, K Dunovan, E Peterson, T Verstynen, K Sycara
arXiv preprint arXiv:1809.09147, 2018
42018
Adiposity covaries with signatures of asymmetric feedback learning during adaptive decisions
T Verstynen, K Dunovan, C Walsh, CH Kuan, SB Manuck, PJ Gianaros
Social Cognitive and Affective Neuroscience 15 (10), 1145-1156, 2020
32020
The influence of volatility and conflict on adaptive decision making
K Bond, K Dunovan, TD Verstynen
OSF, 2018
12018
A biologically motivated synthesis of accumulator and reinforcement-learning models for describing adaptive decision-making
K Dunovan
University of Pittsburgh, 2017
12017
Combining imagination and heuristics to learn strategies that generalize
EJ Peterson, NA Müyesser, T Verstynen, K Dunovan
arXiv preprint arXiv:1809.03406, 2018
2018
Learning model-based strategies in simple environments with hierarchical q-networks
NA Muyesser, K Dunovan, T Verstynen
arXiv preprint arXiv:1801.06689, 2018
2018
Learning model-based strategies in simple environments with hierarchical q-networks
N Alp Muyesser, K Dunovan, T Verstynen
arXiv e-prints, arXiv: 1801.06689, 2018
2018
Combining heuristics with counterfactual play in reinforcement learning.
EJ Peterson, NA Myesser, K Dunovan, T Verstynen
Post-Doctoral Fellow 2017-Carnegie Mellon University
K Dunovan, T Verstynen
Analyzing fMRI Data: Blocked Motor Task
M Wheeler, K Dunovan, C Walker
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