A Deep Reinforcement Learning Approach to Audio-Based Navigation in a Multi-Speaker Environment

Petros Giannakopoulos, Aggelos Pikrakis, Yannis Cotronis

In this work we use deep reinforcement learning to create an autonomous agent that can navigate in a two-dimensional space using only raw auditory sensory information from the envi…