Fred Callaway
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View article: A foundation model to predict and capture human cognition
A foundation model to predict and capture human cognition Open
Establishing a unified theory of cognition has been an important goal in psychology 1,2 . A first step towards such a theory is to create a computational model that can predict human behaviour in a wide range of settings. Here we introduce…
View article: Centaur: a foundation model of human cognition
Centaur: a foundation model of human cognition Open
Establishing a unified theory of cognition has been a major goal of psychology. While there have been previous attempts to instantiate such theories by building computational models, we currently do not have one model that captures the hum…
View article: Centaur: a foundation model of human cognition
Centaur: a foundation model of human cognition Open
Establishing a unified theory of cognition has been a major goal of psychology. While there have been previous attempts to instantiate such theories by building computational models, we currently do not have one model that captures the hum…
View article: Centaur: a foundation model of human cognition
Centaur: a foundation model of human cognition Open
Establishing a unified theory of cognition has been a major goal of psychology. While there have been previous attempts to instantiate such theories by building computational models, we currently do not have one model that captures the hum…
View article: Learning to Learn Functions
Learning to Learn Functions Open
Humans can learn complex functional relationships between variables from small amounts of data. In doing so, they draw on prior expectations about the form of these relationships. In three experiments, we show that people learn to adjust t…
View article: Modeling visual search in naturalistic virtual reality environments
Modeling visual search in naturalistic virtual reality environments Open
Visual search is a ubiquitous human behavior and canonical example of selectively sampling sensory information to attain a goal. Previous research has studied optimality in visual search with artificial laboratory tasks (Najemnik and Geisl…
View article: Resource-rational Task Decomposition to Minimize Planning Costs
Resource-rational Task Decomposition to Minimize Planning Costs Open
People often plan hierarchically. That is, rather than planning over a monolithic representation of a task, they decompose the task into simpler subtasks and then plan to accomplish those. Although much work explores how people decompose t…
View article: Resource-rational Task Decomposition to Minimize Planning Costs.
Resource-rational Task Decomposition to Minimize Planning Costs. Open
People often plan hierarchically. That is, rather than planning over a monolithic representation of a task, they decompose the task into simpler subtasks and then plan to accomplish those. Although much work explores how people decompose t…
View article: Remediating Cognitive Decline with Cognitive Tutors
Remediating Cognitive Decline with Cognitive Tutors Open
View article: scikit-optimize/scikit-optimize: v0.5.2
scikit-optimize/scikit-optimize: v0.5.2 Open
Version 0.5.2 Bug fixes Separated n_points from n_jobs in BayesSearchCV. Dimensions now support boolean np.arrays. Maintenance matplotlib is now an optional requirement (install with pip install 'scikit-optimize[plots]')
View article: scikit-optimize/scikit-optimize: v0.5.1 - re-release
scikit-optimize/scikit-optimize: v0.5.1 - re-release Open
This release super-seeds v0.5. We made a mistake tagging the v0.5rc1 on PyPI and releasing this to replace v0.5.