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Books and Theses
- 2019
[b1]Catherine Sibert:
Unpuzzling tetris: exploring the mechanisms of expertise in a complex, dynamic task with simple machine learning models. Rensselaer Polytechnic Institute, USA, 2019
Journal Articles
- 2022
- [j4]Holly Sue Hake
, Catherine Sibert, Andrea Stocco:
Inferring a Cognitive Architecture from Multitask Neuroimaging Data: A Data-Driven Test of the Common Model of Cognition Using Granger Causality. Top. Cogn. Sci. 14(4): 845-859 (2022) - 2021
- [j3]Andrea Stocco, Catherine Sibert, Zoe Steine-Hanson, Natalie Koh, John E. Laird, Christian Lebiere, Paul S. Rosenbloom:
Analysis of the human connectome data supports the notion of a "Common Model of Cognition" for human and human-like intelligence across domains. NeuroImage 235: 118035 (2021) - [j2]Briana M. Smith, Madison Thomasson, Yuxue Cher Yang, Catherine Sibert, Andrea Stocco:
When Fear Shrinks the Brain: A Computational Model of the Effects of Posttraumatic Stress on Hippocampal Volume. Top. Cogn. Sci. 13(3): 499-514 (2021) - 2017
- [j1]Catherine Sibert, Wayne D. Gray, John K. Lindstedt:
Interrogating Feature Learning Models to Discover Insights Into the Development of Human Expertise in a Real-Time, Dynamic Decision-Making Task. Top. Cogn. Sci. 9(2): 374-394 (2017)
Conference and Workshop Papers
- 2021
- [c6]Catherine Sibert, Holly Sue Hake, John E. Laird, Christian Lebiere, Paul S. Rosenbloom, Andrea Stocco:
The Role of The Basal Ganglia in the Human Cognitive Architecture: A Dynamic Causal Modeling Comparison Across Tasks and Individuals. CogSci 2021 - 2019
- [c5]Catherine Sibert, Wayne D. Gray:
When Experts Err: Using Tetris Models to Detect True Errors From Deliberate Sub-Optimal Choices. CogSci 2019: 3572 - 2017
- [c4]Catherine Sibert, Wayne D. Gray:
The tortoise wins only when the race is long: How the task environment changes the behavior of Tetris models. CogSci 2017 - 2015
- [c3]Catherine Sibert, Wayne D. Gray, John K. Lindstedt:
Tetris-: Exploring Human Performance via Cross Entropy Reinforcement Learning Models. CogSci 2015 - 2014
- [c2]Logan Gittelson, John K. Lindstedt, Catherine Sibert, Wayne D. Gray:
Comparing reinforcement learning in humans and artificial intelligence through Tetris. CogSci 2014 - [c1]Catherine Sibert, John K. Lindstedt, Wayne D. Gray:
Tetris: Exploring Human Strategies via Cross Entropy Reinforcement Learning Models. CogSci 2014
Coauthor Index
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