Software package for adaptive training of robot controllers based on neural networks

• Datum: 2023
• Hauptverfasser: Vitiuk, A.Y., Doroshenko, A.Yu.
• Format: Artikel
• Sprache: Ukrainian
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2023
• Schlagworte: neural network; neuroevolution; robotic arm; reinforcement learning; NEAT; fitness function; UDC 004.89
• Online Zugang: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/597
• Назва журналу: Problems in programming

The article deals with the development of a software solution for the application of neuroevolution algorithms when creating a controller for controlling a robotic arm. The main principles of the neuroevolutionary approach for training neural network controllers in tasks requiring reinforcement lear...