Evolving Cooperation Strategies

Thomas Haynes, Roger Wainwright, and Sandip Sen

We propose an approach to developing cooperation strategies for multiagent problem solving situations which is different from existing techniques in two ways: strategies are incrementally constructed by repeatedly solving problems in the domain, i.e., on-line; and, we utilize an automated method of strategy formulation and modification, that relies little on domain details and human expertise, and more on performance on randomly generated problems in the domain.

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