10 papers with code • 0 benchmarks • 0 datasets
While neuroevolution (evolving neural networks) has a successful track record across a variety of domains from reinforcement learning to artificial life, it is rarely applied to large, deep neural networks.
This paper introduces a POET-Inspired Neuroevolutionary System for KreativitY (PINSKY) in games, which co-generates levels for multiple video games and agents that play them.
We provide a framework for experimentation at https://mbuliga. github. io/quinegraphs/ic-vs-chem. html#icvschem with two artificial chemistries: directed interaction combinators (dirIC, defined in section 2) and chemlambda.
An explanatory model for the emergence of evolvable units must display emerging structures that (1) preserve themselves in time (2) self-reproduce and (3) tolerate a certain amount of variation when reproducing.
At the end of 2020, policy responses to the SARS-CoV-2 outbreak have been shaken by the emergence of virus variants, impacting public health and policy measures worldwide.
The understanding and acceptance of evolution by natural selection has become a difficult issue in many parts of the world, particularly the United States of America.
We demonstrate that, if an arbitrary "seed" pattern is put in a "soup" of separate individual particles, the pattern will replicate by assembling the individual particles into copies of itself.