ARiADNE: A Reinforcement learning approach using Attention-based Deep Networks for Exploration

Yuhong Cao, Tianxiang Hou, Yizhuo Wang +2

In autonomous robot exploration tasks, a mobile robot needs to actively explore and map an unknown environment as fast as possible. Since the environment is being revealed during e…