google-deepmind/sustainable_behavior

google-deepmind/sustainable_behavior

Language: Jupyter Notebook

License: Apache-2.0

Stars: 15

Forks: 4

Open issues: 0

Created: 2024-12-31T03:57:50Z

Pushed: 2025-01-23T20:16:28Z

Default branch: main

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README:

sustainable_behavior

This repository contains the code accompanying the publication Deep reinforcement learning can promote sustainable human behaviour in a common-pool resource problem, published in the Nature Communications, 2025.

Usage

Figures

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

Clone this repository with

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

Citing this work

@article{kosterpislar2025sustainable,
title={Deep reinforcement learning can promote sustainable human
behaviour in a common-pool resource problem},
author={Koster, R AND
Pislar, M AND
Tacchetti, A AND
Balaguer, J AND
Liu, L AND
Elie, R AND
Hauser, OP AND
Tuyls, K AND
Botvinick, M AND
Summerfield, C},
journal={Nature Communications},
volume={XXX},
number={XX},
pages={X},
doi={XXX},
URL={XXX},
publisher={Nature Publishing Group UK London}
year={2025},
}

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.