AINC Seminars
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AINC Seminar Series, 2004
Monday, 19 April, 4:00pm, Room UG40
When Aggression Pays off: Insights from Simulations with Artificial Agents in an Evolutionary Survival Task
Dr Matthias Scheutz
University of Notre Dame

Abstract

Aggression is wide-spread in nature and seems to serve, among others, an important role in the interspecies competition for resources. In this talk, we argue that displaying aggression as a means to signal action tendencies (in particular, the probability to continue an encounter) is beneficial for social groups and show that discriminating between "own" and "other" is more beneficial than treating "other" the same as "own". In particular, we demonstrate that aggression plays a crucial role in strategies applied to "other". To test the theoretical prediction, we define seven basic agent types which give rise to 42 different discriminating agents, i.e., agents with different strategies for "own" and "other". In extensive simulation studies we show that discriminating agents, which assume an aggressive attitude towards others, while playing a strategy that distributes resources fairly among "own", are ultimately the most successful ones. We discuss the implications of these results for natural and artificial agents and conclude with a brief outlook on further studies.

The seminars are on Monday afternoons in Room UG40, Computer Science Building, West Campus, and are intended for audience interested in evolutionary/quantum/molecular computation or machine learning and artificial intelligence in general. If you wish to confirm that a particular seminar is taking place please contact Peter Tino (email P.Tino@cs.bham.ac.uk, tel. 0121 414 8558). More information about seminars in the School can be found at URL http://www.cs.bham.ac.uk/news/seminars.html. Tea and biscuits afterwards in the Coffee Room.

Last modified 08 January 2004
Peter Tino (P.Tino@cs.bham.ac.uk)
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