A Transferability Metric Using Scene Similarity and Local Map Observation for DRL Navigation

Shiwei Lian, Feitian Zhang

While deep reinforcement learning (DRL) has attracted a rapidly growing interest in solving the problem of navigation without global maps, DRL typically leads to a mediocre navigat…