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Coevolving Communication and Cooperation for Lattice Formation Tasks

Jekanthan Thangavelautham, Timothy D. Barfoot, and Gabriele M.T. D'Eleuterio

Institute for Aerospace Studies University of Toronto
4925 Dufferin Street,
Toronto, Ontario, Canada, M3H 5T6
thangav@ecf.utoronto.ca,
{tim.barfoot,gabriele.deleuterio}@utoronto.ca

Abstract. Reactive multi-agent systems are shown to coevolve with explicit communication and cooperative behavior to solve lattice formation tasks. Comparable agents that lack the ability to communicate and cooperate are shown to be unsuccessful in solving the same tasks. The control system for these agents consists of identical cellular automata lookup tables handling communication, cooperation and motion subsystems.

LNCS 2723, p. 377 f.

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