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Abstract. We describe our experiences in building agents (and their environment) that could solve important problems in agent to agent communication, in manners that are not pre-programmed or reactive: (1) Two agents may have different ontologies. We do not assume that agents share the same classification of concepts: they have each one its own ontology or concept categorization. Agents can not exchange concepts: they have to exchange symbols (words of natural language), which the receiving agent has to map to the intended concept, for interaction to be meaningful.

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