Conditional learning of rules and plans by knowledge exchange in logical agents

Authors:
Stefania Costantini;Pierangelo Dell'Acqua;Luís Moniz Pereira
Affiliations:
Dip. di Informatica, Università di L'Aquila, L'Aquila, Italy;Dept. of Science and Technology, Linköping University, Norrköping, Sweden;Dept. de Informática, Centro de Inteligência Artificial, Universidade Nova de, Lisboa, Portugal
Venue:
RuleML'2011 Proceedings of the 5th international conference on Rule-based reasoning, programming, and applications
Year:
2011

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Abstract

This paper is related to logical agents and in particular discusses issues related to learning sets of rules from other agents. In principle, the approach extends to agent societies a feature which is proper of human societies, i.e., the cultural transmission of abilities. However, the new knowledge cannot be blindly accepted and incorporated, but should instead be evaluated (and thus possibly discarded) according to its usefulness. We propose a technique and its formalization.