Quantum Deep Reinforcement Learning for Robot Navigation Tasks

Hans Hohenfeld, Dirk Heimann, Felix Wiebe +1

We utilize hybrid quantum deep reinforcement learning to learn navigation tasks for a simple, wheeled robot in simulated environments of increasing complexity. For this, we train p…