Efficient Q-Learning over Visit Frequency Maps for Multi-agent Exploration of Unknown Environments

Xuyang Chen, Ashvin N. Iyer, Zixing Wang +1

The robot exploration task has been widely studied with applications spanning from novel environment mapping to item delivery. For some time-critical tasks, such as rescue catastro…