Learning Scalable Policies over Graphs for Multi-Robot Task Allocation using Capsule Attention Networks

Steve Paul, Payam Ghassemi, Souma Chowdhury

This paper presents a novel graph reinforcement learning (RL) architecture to solve multi-robot task allocation (MRTA) problems that involve tasks with deadlines and workload, and…