GO NEAT Novelty Search

Jul 25, 2018
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The ANN graph structure
reinforcement-learning unsupervised-learning neuroevolution novelty-search
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Iaroslav Omelianenko
CTO/Research Director at NewGround LLC

My research interests include genetic algorithms/neuroevolution, synthetic cognitive systems, smart environment, and cooperative robotics.

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Publications

Iaroslav Omelianenko . Simulation of the Autonomous Maze Navigation using the NEAT Algorithm. Simulation of the Autonomous Maze Navigation using the NEAT Algorithm, 2023.

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Iaroslav Omelianenko . Creation of Autonomous Artificial Intelligent Agents using Novelty Search method of fitness function optimization. Creation of Autonomous Artificial Intelligent Agents using Novelty Search method of fitness function optimization, 2018.

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Talks

May 14, 2024 10:15 AM — 10:30 AM 40, Academician Glushkov avenue, Kyiv, Ukraine

UkrPROG 2024 paper presentation

I presented my research paper "Application of the coevolution strategy to solve the problem of autonomous navigation through the maze"

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