Emergent Braitenberg-style Behaviours for Navigating the ViZDoom `My Way Home' Labyrinth

Caleidgh Bayer, Robert J. Smith, Malcolm I. Heywood

The navigation of complex labyrinths with tens of rooms under visual partially observable state is typically addressed using recurrent deep reinforcement learning architectures. In…