Centralizing State-Values in Dueling Networks for Multi-Robot Reinforcement Learning Mapless Navigation

Enrico Marchesini, Alessandro Farinelli

We study the problem of multi-robot mapless navigation in the popular Centralized Training and Decentralized Execution (CTDE) paradigm. This problem is challenging when each robot…