Abstract:
Before deploying a software system we need to assure ourselves that the system will behave correctly. This assurance is usually done by testing the system. However, it is intuitively obvious that adaptive systems, including agent-based systems, can exhibit complex behaviour, and are thus harder to test. In this paper we examine this intuition in the case of Belief-Desire-Intention (BDI) agents. We analyse the size of the behaviour space of BDI agents and show that although the intuition is correct, we found that the introduction of failure handling had a much larger effect on the size of the behaviour space than we expected. We also discuss the implications of these findings on the testability of BDI agents.
Notes:
This is the final version of a paper that was peer reviewed and accepted for presentation at the 8th European Workshop on Multi-Agent Systems, 2010 (which has no formal proceedings). It is a shorter version of the paper at http://hdl.handle.net/10523/1462.
