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Genuine learning biases persist after accounting for temporally decreasing learning rates: Insight from fitting six datasets | Synapse
March 3, 2026
Open Access
Genuine learning biases persist after accounting for temporally decreasing learning rates: Insight from fitting six datasets
RC
Romane Cecchi
SP
Stefano Palminteri
Inserm
Key Points
Genuine learning biases remain significant even when adjusting for variable learning rates.
Analysis of six datasets reveals that learning biases don't fade over time despite weaker learning signals.
Approach involved fitting multiple datasets to capture dynamics of learning biases and rates accurately.
Findings suggest that existing models may overlook important aspects of how learning biases operate.
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Cecchi et al. (Tue,) studied this question.
synapsesocial.com/papers/69a76043c6e9836116a2cd13
https://doi.org/https://doi.org/10.1073/pnas.2534141123
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