Constraint-Based Multi-agent Path Planning

13 years 9 months ago
Constraint-Based Multi-agent Path Planning
Planning collision-free paths for multiple robots traversing a shared space is a problem that grows combinatorially with the number of robots. The naive centralised approach soon becomes intractable for even a moderate number of robots. Decentralised approaches, such as priority planning, are much faster but lack completeness. Previous work has demonstrated that the search can be signifreduced by adding a level of abstraction (Ryan 2008). I first partition the map into subgraphs of particular known structures, such as cliques, halls and rings, and then build abstract plans which describe the transitions of robots between the subgraphs. These plans are constrained by the structural es of the subgraphs used. When an abstract plan is found, it can easy be resolved into a complete concrete plan without further search. In this paper, I show how this method of planning can be implemented as a constraint satisfaction problem (CSP). Constraint propagation and intelligent search ordering furth...
Malcolm Ryan
Added 12 Oct 2010
Updated 12 Oct 2010
Type Conference
Year 2008
Authors Malcolm Ryan
Comments (0)