Computation noise promotes zero-shot adaptation to uncertainty during decision-making in artificial neural networks

This dataset contains the behavioral choice data obtained from N = 230 participants that played a two-armed bandit task (139 females, age: 34 +/- 10 years) in partial and complete feedback conditions, as described in (Findling, Skvortsova et al., 2019, Nature Neuroscience, https://doi.org/10.1038/s41593-019-0518-9).

The experiment was performed on the Prolific platform (prolific.co) and the research was carried out following the principles and guidelines for experiments including human participants provided in the declaration of Helsinki and approved by the relevant authorities (Inserm Ethical Review Committee, IRB #00003888). All participants provided written informed consent prior to their inclusion.

本数据集包含230名被试的行为选择数据，所有被试均完成了双臂老虎机任务（two-armed bandit task），其中女性139名，年龄为34±10岁，实验设置了部分反馈与完整反馈两种条件，相关细节详见Findling、Skvortsova等于2019年发表于《自然神经科学》（Nature Neuroscience）的研究（DOI: https://doi.org/10.1038/s41593-019-0518-9）。

本实验基于Prolific平台（prolific.co）开展，研究遵循《赫尔辛基宣言》（Declaration of Helsinki）中针对人类被试实验的原则与指南进行，并经法国国家健康与医学研究院（Inserm）伦理审查委员会（IRB #00003888）批准。所有被试在纳入实验前均已签署书面知情同意书。