Finiding All Optimal Solutions in Multi-Agent Path Finding (Extended Abstract)

Abstract

The Multi-Agent Path Finding problem (MAPF) aims to find conflict-free paths for a group of agents leading each agent to its respective goal. In this paper, we study the requirement of finding all optimal solutions in MAPF. We discuss the representation of all optimal solutions, propose three algorithms for finding them, and compare the algorithms experimentally.