2 papers
cs.NE2023
A Melting Pot of Evolution and Learning
Moshe Sipper, Achiya Elyasaf, Tomer Halperin +5
We survey eight recent works by our group, involving the successful blending of evolutionary algorithms with machine learning and deep learning: 1. Binary and Multinomial Classific…
cs.NE2022
Adaptive Combination of a Genetic Algorithm and Novelty Search for Deep Neuroevolution
Eyal Segal, Moshe Sipper
Evolutionary Computation (EC) has been shown to be able to quickly train Deep Artificial Neural Networks (DNNs) to solve Reinforcement Learning (RL) problems. While a Genetic Algor…