Tag-based model for knowledge sharing in agent society

In this paper we discuss a tag-based model that facilitates knowledge sharing. Sharing the knowledge incurs a cost for the sharing agent, and thus non-sharing is the preferred option for selfish agents. Through agent-based simulations we show that knowledge sharing is possible even in the presence of non-sharing agents in the population. We also show that the performance of an agent society can be better when some agents bear the cost of sharing instead of the whole group.

[1]  W. Hamilton The genetical evolution of social behaviour. I. , 1964, Journal of theoretical biology.

[2]  Maryam Purvis,et al.  Altruistic Sharing Using Tags , 2008, AP2PC.

[3]  R. Trivers The Evolution of Reciprocal Altruism , 1971, The Quarterly Review of Biology.

[4]  T. Clutton‐Brock,et al.  Punishment in animal societies , 1995, Nature.

[5]  G. Clark,et al.  Reference , 2008 .

[6]  R. Riolo,et al.  Evolution of cooperation without reciprocity , 2001, Nature.

[7]  Maryam Purvis,et al.  Emergence of Sharing Behavior in a Multi-agent Society Using Tags , 2008, 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.

[8]  M. Nowak,et al.  Evolution of indirect reciprocity by image scoring , 1998, Nature.

[9]  David Hales Evolving Specialisation, Altruism, and Group-Level Optimisation Using Tags , 2002, MABS.