On the public citation graph
Connecting conceptual and spatial search via a model of generalization
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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1016/j.neuron.2016.08.019openalex-snapshot
Human Orbitofrontal Cortex Represents a Cognitive Map of State Space
inferredcites →https://doi.org/10.1016/j.tics.2017.03.011openalex-snapshot
The Importance of Falsification in Computational Cognitive Modeling
inferredcites →https://doi.org/10.1016/j.tins.2017.03.002openalex-snapshot
The Role of Mental Maps in Decision-Making
inferredcites →https://doi.org/10.1037/a0038199openalex-snapshot
Humans use directed and random exploration to solve the explore–exploit dilemma.
inferredcites →https://doi.org/10.1037/xlm0000463openalex-snapshot
Putting bandits into context: How function learning supports decision making.
inferredcites →https://doi.org/10.1101/106286openalex-snapshot
Mapping the unknown: The spatially correlated multi-armed bandit
inferredcites →https://doi.org/10.1111/j.1467-9280.2008.02160.xopenalex-snapshot
Search in External and Internal Spaces
inferredcites →https://doi.org/10.1111/tops.12145openalex-snapshot
Uncertainty and Exploration in a Restless Bandit Problem
inferredcites →https://doi.org/10.1126/science.3629243openalex-snapshot
Toward a Universal Law of Generalization for Psychological Science
inferredcites →https://doi.org/10.1126/science.aaf0941openalex-snapshot
Organizing conceptual knowledge in humans with a gridlike code
inferredcites →https://doi.org/10.1146/annurev-psych-122414-033625openalex-snapshot
Reinforcement Learning and Episodic Memory in Humans and Animals: An Integrative Framework
inferredcites →https://doi.org/10.1523/jneurosci.2978-14.2015openalex-snapshot
Reinforcement Learning in Multidimensional Environments Relies on Attention Mechanisms
inferredcites →https://doi.org/10.6084/m9.figshare.1314099openalex-snapshot
Human behavior in contextual multi-armed bandit problems
inferredcites →https://doi.org/10.7554/elife.17086openalex-snapshot
A map of abstract relational knowledge in the human hippocampal–entorhinal cortex
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/hbm.25988openalex-snapshot
Reinforcement learning with associative or discriminative generalization across states and actions: fMRI at 3 T and 7 T
inferred← citeshttps://doi.org/10.1007/s42113-020-00091-xopenalex-snapshot
Inference and Search on Graph-Structured Spaces
inferred← citeshttps://doi.org/10.1016/j.cogpsych.2019.101261openalex-snapshot
Finding structure in multi-armed bandits
inferred← citeshttps://doi.org/10.1037/xge0000749openalex-snapshot
It’s new, but is it good? How generalization and uncertainty guide the exploration of novel options.
inferred← citeshttps://doi.org/10.1037/xlm0000374openalex-snapshot
Asking better questions: How presentation formats influence information search.
inferred← citeshttps://doi.org/10.1038/s41562-018-0467-4openalex-snapshot
Generalization guides human exploration in vast decision spaces
inferred← citeshttps://doi.org/10.1101/2025.09.22.677779openalex-snapshot
Impact of Training Regimes and Task Similarity on Learning and Cognitive Transfer
inferred← citeshttps://doi.org/10.1101/538934openalex-snapshot
Generalization as diffusion: human function learning on graphs
inferred← citeshttps://doi.org/10.1371/journal.pcbi.1008149openalex-snapshot
Similarities and differences in spatial and non-spatial cognitive maps
inferred← citeshttps://doi.org/10.31234/osf.io/tsxq9openalex-snapshot
Under pressure: The influence of time limits on human exploration
inferred← citeshttps://doi.org/10.32470/ccn.2019.1041-0openalex-snapshot
Searching for rewards in graph-structured spaces
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