Vinícius Zambaldi

This paper introduces AlphaProtein Novo, a machine-learning pipeline for de novo enzyme design that outperforms natural sequence mining in creating enzymes for new-to-nature chemistry and substrates.

Training a network only to predict its visual input makes head direction, boundary vector, place and egocentric boundary cell responses appear, and lets agents reuse behaviours in unfamiliar environments.