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Materials and code for "Flexible social inference facilitates targeted social learning when rewards are not observable"

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Emergent collective sensing in human groups

  • experiments contains the code to reproduce all of the behavioral experiments.
  • data contains the raw data from these experiments.
  • analyses contains R notebooks to produce all figures and statistics reported in the paper. run from the top level directory after installing necessary R libraries
  • simulations contains the code to reproduce the simulations with different computational models.

Raw data

Raw data files for Exp. 1 and Exp. 3 are too large to be checked into this repository.

To reproduce full Exp. 1 preprocessing pipeline, unzip the raw tick-by-tick data stored here and place it in /data/experiment1/.

To reproduce full Exp. 3 preprocessing pipeline, unzip the state-annotated data stored here and place it in /data/experiment3.

Supplementary videos

Reconstructed videos in .mp4 format are available for:

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Materials and code for "Flexible social inference facilitates targeted social learning when rewards are not observable"

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