Human curriculum learning
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United States, Kansas City
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Human curriculum learning

Human Curriculum Learning is a research dataset/project centered on human curriculum learning in a cue combination task. It contains project materials and analysis code, including model scripts for individual-level parameterized approaches such as hybrid, constant, and marginal/joint models, along with an optimization utility file. The collection is intended to support computational modeling and evaluation of how people learn to integrate multiple cues over time, enabling replication, testing, and further study of learning behavior and decision processes in cue combination experiments.

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相关论文

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Human curriculum learning of a cue combination task

Qingtian MiChristopher Summerfield
Nature Human Behaviour
2026
2026/5/5
00 p.1-18
Humans often learn better when problems are broken down into parts, but this phenomenon has eluded explanation at the computational level. Here we study how differing training curricula help or hinder learning in a classic probabilistic cue combination task. Training curricula that ‘divide and conqu...
Human behaviour
10.1038/S41562-026-02452-1
ISSN:2397-3374