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1. Novelty_Criticality_Project Novelty_Criticality_Project Public

   In this project I want to find out how a novelty-based fitness metric influences the evolution of the agent's dynamical regime compared to a traditional objective-based fitness funtion. For this pu…

   Python

2. evolution_dynamical_regime evolution_dynamical_regime Public

   Paper: https://doi.org/10.1162/isal_a_00412 Which dynamical regime is beneficial for biological systems? Agent-based evolutionary foraging game with experiments to evaluate generalizability, abilit…

   Python 2

3. Cumulative_Cultural_Evolution Cumulative_Cultural_Evolution Public

   https://www.researchgate.net/publication/350344034_Sequence-based_model_of_cumulative_cultural_evolution Evolutionary Algorithm based on Cumulative Cultural Evolution. Uses a mix of gradient descen…

   Python

4. Integrated_Bioinformatics Integrated_Bioinformatics Public

   Implementing different statistical and machine learning methods for analysis of genotypic and phenotypic biological data.

   Jupyter Notebook