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tabula_rasa_agents

This repository contains the code accompanying the publication Tabula rasa agents display emergent in-group behavior, published in the Proceedings of the National Academy of Sciences, 2024.

Usage

Figures

You can load the dataset and the code used to produce the figures in the research article using Colab: Open In Colab

The environment is based on Melting Pot

Clone this repository with

git clone https://github.com/google-deepmind/tabula_rasa_agents.git

Citing this work

@article{koster2024tabula,
      title={Tabula rasa agents display emergent in-group behavior},
      author={Koster, R AND Du\'e\~nez-Guzm\'an, EA AND
              Cunningham, WA AND
              Leibo, JZ},
      journal={Proceedings of the National Academy of Sciences},
      volume={121},
      number={0},
      doi={https://doi.org/10.1073/pnas.2319947121},
      URL={https://www.pnas.org/doi/abs/10.1073/pnas.2319947121},
      publisher={National Academy of Sciences}
      year={2024},
}

License and disclaimer

Copyright 2024 DeepMind Technologies Limited

All software is licensed under the Apache License, Version 2.0 (Apache 2.0); you may not use this file except in compliance with the Apache 2.0 license. You may obtain a copy of the Apache 2.0 license at: https://www.apache.org/licenses/LICENSE-2.0

All other materials are licensed under the Creative Commons Attribution 4.0 International License (CC-BY). You may obtain a copy of the CC-BY license at: https://creativecommons.org/licenses/by/4.0/legalcode

Unless required by applicable law or agreed to in writing, all software and materials distributed here under the Apache 2.0 or CC-BY licenses are distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the licenses for the specific language governing permissions and limitations under those licenses.

This is not an official Google product.

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