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Training LSTM-neural networks on early warning signals of declining cooperation in simulated repeated public good games
We present results of attempts to expand and enhance the predictive power of Early Warning Signals (EWS) for Critical Transitions (Scheffer et al. 2009) through the deployment of a Long-Short-Term-Memory (LSTM) Neural Network on agent-based simulations of a Repeated Public Good Game, which due to po...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2020
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7264060/ https://www.ncbi.nlm.nih.gov/pubmed/32509538 http://dx.doi.org/10.1016/j.mex.2020.100920 |