Evolving Cooperation Strategies

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.