Real-Time Evolution of Neural Networks in the NERO Video Game

February 1, 2023

Authors

Kenneth O. Stanley

Bobby D. Bryant

Igor Karpov

Risto Miikkulainen

Proceedings:

Book One

Volume

Issue:

Proceedings of the AAAI Conference on Artificial Intelligence, 21

Track:

New Scientific and Technical Advances in Research (Nectar) Papers

Downloads:

Download PDF

Abstract:

A major goal for AI is to allow users to interact with agents that learn in real time, making new kinds of interactive simulations, training applications, and digital entertainment possible. This paper describes such a learning technology, called real-time NeuroEvolution of Augmenting Topologies (rtNEAT), and describes how rtNEAT was used to build the NeuroEvolving Robotic Operatives (NERO) video game. This game represents a new genre of

AAAI

Proceedings of the AAAI Conference on Artificial Intelligence, 21

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