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Simple implementations of Cartesian Genetic Programming (CGP) and Linear Genetic Programming (LGP) in JAX

License: Apache License 2.0

Python 0.72% Jupyter Notebook 11.65% HTML 87.63%
brax cartesian-genetic-programming interpretability jax linear-genetic-programming mujoco

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CGPAX

Simple implementations of Cartesian Genetic Programming (CGP) and Linear Genetic Programming (LGP) in JAX. The main goal is to interface CGP and LGP with Brax (an implementation of several Mujoco environments in JAX) to leverage parallelization on GPU and speed up the optimization.

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