Deep Reinforcement Learning for Decentralized Multi-Robot Exploration With Macro Actions

Aaron Hao Tan, Federico Pizarro Bejarano, Yuhan Zhu +2

Cooperative multi-robot teams need to be able to explore cluttered and unstructured environments while dealing with communication dropouts that prevent them from exchanging local i…