Search Results for author: Eyal Segal

Found 2 papers, 1 papers with code

A Melting Pot of Evolution and Learning

no code implementations • 8 Jun 2023 • Moshe Sipper, Achiya Elyasaf, Tomer Halperin, Zvika Haramaty, Raz Lapid, Eyal Segal, Itai Tzruia, Snir Vitrack Tamam

We survey eight recent works by our group, involving the successful blending of evolutionary algorithms with machine learning and deep learning: 1.

Classification Evolutionary Algorithms +3

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Adaptive Combination of a Genetic Algorithm and Novelty Search for Deep Neuroevolution

1 code implementation • 8 Sep 2022 • Eyal Segal, Moshe Sipper

To that end, Novelty Search (NS) has been shown to be able to outperform gradient-following optimizers in some cases, while under-performing in others.

Reinforcement Learning (RL)

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