Using Automatic Failure Detection for Cognitive Agents in Eclipse: (Demonstration)
Pages 1507 - 1509
Abstract
The main goal of our demonstration, is to show how an automated testing framework for cognitive agents facilitates the detection of failures and aids in the localization of faults. We have proposed an automated testing framework for cognitive agents and an associated test approach based on test templates for frequently occurring failure types. By using a concrete implementation of the testing framework for the GOAL agent programming language, an integration with the existing source-level debugger was created within the Eclipse environment, thus fully implementing the design within a state-of-the-art setting. This implementation and its source are publicly available, and used in our demonstration in order to illustrate concrete examples of its use, and provide insight into practical implementation details that may be valuable for the adaptation into other agent programming languages.
References
[1]
R. Bordini, M. Dastani, and M. Winikoff. Current Issues in Multi-Agent Systems Development. In Engineering Societies in the Agents World VII, volume 4457, pages 38--61. 2007.
[2]
R. H. Bordini, L. Braubach, J. J. Gomez-sanz, G. O. Hare, A. Pokahr, and A. Ricci. A survey of programming languages and platforms for multi-agent systems. Informatica, 30:33--44, 2006.
[3]
G. Caire, M. Cossentino, and A. Negri. Multi-agent systems implementation and testing. In Proc. of the 4th From Agent Theory to Agent Implementation Symposium, AT2AI-4, 2004.
[4]
M. Dastani. Programming multi-agent systems. The Knowledge Engineering Review, 30:394--418, 9 2015.
[5]
J. Dix, K. V. Hindriks, B. Logan, and W. Wobcke. Engineering Multi-Agent Systems (Dagstuhl Seminar 12342). Dagstuhl Reports, 2(8):74--98, 2012.
[6]
D. Geer. Eclipse becomes the dominant java ide. Computer, 38(7):16--18, July 2005.
[7]
S. Gomanyuk. An approach to creating development environments for a wide class of programming languages. Programming and Computer Software, 34(4):225--236, 2008.
[8]
K. V. Hindriks. Programming rational agents in goal. In A. El Fallah Seghrouchni, J. Dix, M. Dastani, and R. H. Bordini, editors, Multi-Agent Programming: Languages, Tools and Applications, pages 119--157. Springer US, 2009.
[9]
Z. Houhamdi. Multi-Agent System Testing: A Survey. International Journal of Advanced Computer Science and Applications, 2(6):135--141, 2011.
[10]
ISO. ISO/IEC/IEEE 24765:2010 systems and software engineering - vocabulary. Technical report, Institute of Electrical and Electronics Engineers, Inc., 2010.
[11]
M. Johnson, C. Jonker, B. van Riemsdijk, P. J. Feltovich, and J. M. Bradshaw. Joint activity testbed: Blocks world for teams (bw4t). In H. Aldewereld, V. Dignum, and G. Picard, editors, Engineering Societies in the Agents World X, volume 5881 of Lecture Notes in Computer Science, pages 254--256. Springer Berlin Heidelberg, 2009.
[12]
V. J. Koeman and K. V. Hindriks. Designing a source-level debugger for cognitive agent programs. In Q. Chen, P. Torroni, S. Villata, J. Hsu, and A. Omicini, editors, PRIMA 2015: Principles and Practice of Multi-Agent Systems, volume 9387 of Lecture Notes in Computer Science, pages 335--350. Springer International Publishing, 2015.
[13]
V. J. Koeman and K. V. Hindriks. A fully integrated development environment for agent-oriented programming. In Y. Demazeau, K. S. Decker, J. Bajo Pérez, and F. de la Prieta, editors, Advances in Practical Applications of Agents, Multi-Agent Systems, and Sustainability: The PAAMS Collection, volume 9086 of LNCS, pages 288--291. Springer International Publishing, 2015.
[14]
V. J. Koeman, K. V. Hindriks, and C. M. Jonker. Automating failure detection in cognitive agent programs. In Proceedings of the 2016 International Conference on Autonomous Agents and Multi-agent Systems, AAMAS '16. International Foundation for Autonomous Agents and Multiagent Systems, 2016.
[15]
C. D. Nguyen, A. Perini, C. Bernon, J. Pavón, and J. Thangarajah. Testing in Multi-Agent Systems. In Agent-Oriented Software Engineering X, volume 6038, pages 180--190. Springer Berlin Heidelberg, 2011.
[16]
P. Runeson, C. Andersson, T. Thelin, A. Andrews, and T. Berling. What do we know about defect detection methods? Software, IEEE, 23(3):82--90, May 2006.
[17]
M. Winikoff. Novice programmers' faults & failures in goal programs. In Proceedings of the 2014 International Conference on Autonomous Agents and Multi-agent Systems, AAMAS '14, pages 301--308, Richland, SC, 2014. International Foundation for Autonomous Agents and Multiagent Systems.
[18]
Z. Zhang, J. Thangarajah, and L. Padgham. Model based testing for agent systems. Software and Data Technologies, 22:399--413, 2008.
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- Using Automatic Failure Detection for Cognitive Agents in Eclipse: (Demonstration)
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Information & Contributors
Information
Published In
May 2016
1580 pages
ISBN:9781450342391
- General Chairs:
- Catholijn M. Jonker,
- Stacy Marsella,
- Program Chairs:
- John Thangarajah,
- Karl Tuyls
Sponsors
- IFAAMAS
In-Cooperation
Publisher
International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC
Publication History
Published: 09 May 2016
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- Demonstration
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AAMAS '16
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AAMAS '16: International Conference on Agents and Multiagent Systems
May 9 - 13, 2016
Singapore, Singapore
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AAMAS '16 Paper Acceptance Rate 137 of 550 submissions, 25%;
Overall Acceptance Rate 1,155 of 5,036 submissions, 23%
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