333 citations · 684 across the 37 of their papers we have counts for
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cs.AI2015
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…
cs.AI2015★ 4 cited
Influence-Optimistic Local Values for Multiagent Planning --- Extended Version
Frans A. Oliehoek, Matthijs T. J. Spaan, Stefan Witwicki
Recent years have seen the development of methods for multiagent planning under uncertainty that scale to tens or even hundreds of agents. However, most of these methods either mak…