Solving Transition-Independent Multi-agent MDPs with Sparse Interactions (Extended version)

Joris Scharpff, Diederik M. Roijers, Frans A. Oliehoek +2

In cooperative multi-agent sequential decision making under uncertainty, agents must coordinate to find an optimal joint policy that maximises joint value. Typical algorithms explo…