Target-driven visual navigation in indoor scenes using reinforcement learning and imitation learning

Qiang Fang, Xin Xu, Xitong Wang, Yujun Zeng

Abstract: Here, the challenges of sample efficiency and navigation performance in deep reinforcement learning for visual navigation are focused and a deep imitation reinforcement learning approach is proposed....