3 papers
cs.NE2023
Generative Adversarial Neuroevolution for Control Behaviour Imitation
Maximilien Le Clei, Pierre Bellec
There is a recent surge in interest for imitation learning, with large human video-game and robotic manipulation datasets being used to train agents on very complex tasks. While de…
cs.NE2023
Neuroevolution of Recurrent Architectures on Control Tasks
Maximilien Le Clei, Pierre Bellec
Modern artificial intelligence works typically train the parameters of fixed-sized deep neural networks using gradient-based optimization techniques. Simple evolutionary algorithms…
cs.NE2023
Evolving Artificial Neural Networks To Imitate Human Behaviour In Shinobi III : Return of the Ninja Master
Maximilien Le Clei
Our society is increasingly fond of computational tools. This phenomenon has greatly increased over the past decade following, among other factors, the emergence of a new Artificia…