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[P] NERD : Evolution of Discrete data with Reinforcement Learning

Written by torontoai on . Posted in Reddit MachineLearning.

Tried to evolve sequence using an algorithm which is the combination of both Genetic Algorithm and Reinforcement Learning. The aim of the project was to evolve SMILES chemical molecules from scratch.

Github: https://github.com/Gananath/NERD

Blog: https://gananath.github.io/nerd.html

https://raw.githubusercontent.com/Gananath/gananath.github.io/master/images/nerd.jpg

submitted by /u/gananath
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.