Application of neuro evolution tools in automation of technical control systems

• Дата: 2021
• Автори: Doroshenko, А.Yu., Achour, I.Z.
• Формат: Стаття
• Мова: Ukrainian
• Опубліковано: Інститут програмних систем НАН України 2021
• Теми: artificial neural networks; reinforced learning; genetic algorithms; control automation in technical systems; UDC 004.4'22
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/448
• Назва журналу: Problems in programming

Reinforced learning is a field of machine learning based on how software agents should perform actions in the environment to maximize the concept of cumulative reward. This paper proposes a new application of machine reinforcement learning techniques in the form of neuroevolution of augmenting topol...