Implementation of reinforcement learning in chemical reaction networks: application to phototaxis as curiosity-driven exploration

Ruyi Tang, Grégoire Sergeant-Perthuis, David Colliaux

Living systems navigate environments using noisy and incomplete sensory signals. In unicellular algae, phototaxis is often modeled as a mechanistic run--tumble process driven by st…