no code implementations • 25 May 2023 • Joachim Winther Pedersen, Sebastian Risi
Biological nervous systems consist of networks of diverse, sophisticated information processors in the form of neurons of different classes.
no code implementations • 12 May 2022 • Joachim Winther Pedersen, Sebastian Risi
Organisms in nature have evolved to exhibit flexibility in face of changes to the environment and/or to themselves.
no code implementations • 16 Apr 2021 • Joachim Winther Pedersen, Sebastian Risi
Inspired by the biological phenomenon of the genomic bottleneck, we show that by allowing multiple connections in the network to share the same local learning rule, it is possible to drastically reduce the number of trainable parameters, while obtaining a more robust agent.