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social-learning-models's Introduction

Social learning models

Miscellaneous models relating in one way or another to social learning and evolutionary processes on network graphs.

Urn-based signalling (signal_learning_game.ipynb)

Learning signalling strategies for two-player signalling game using a simple form of reinforcement learning. Adapted from the model described by Argiento et al. (2009) 'Learning to Signal: Analysis of a micro-level reinforcement model'

First-mover advantage in network development (first_movers_in_networks.ipynb)

Model trying to explore how first-mover advantage in networks might interact with preferential attachment based on some score of 'quality' which is independent of network structure. Very much a work in progress.

Notes on generating combinations in JavaScript (notes_on_combinations.md)

A post on different methods for generating unique and exhaustive combinations of elements (with repetition) in JavaScript.

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