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| Jörg Denzinger's
Research |
Bibliography for our works on using learning of behavior to test (multi-agent) systems
This is the complete bibliography of our reports and publications about using learning of behavior to test (multi-agent) systems for unwanted emergent behavior. Due to copyright and other reasons not all the papers are electronically available. But if you are interested in these papers just send us an email with the title of the paper you wish to receive.
Articles in books and journals:
- Hudson, J. ; Denzinger, J.:
Risk Management for Self-Adapting Self-Organizing Emergent Multi-Agent Systems Performing Dynamic Task Fulfillment,
Autonomous Agents and Multi-Agent Systems 29(5), pp. 973-1022, 2015. - Thornton, C. ; Cohen, O. ; Denzinger, J. ; Boyd, J.E.:
Automated Testing of Physical Security: Red Teaming Through Machine Learning,
Computational Intelligence Vol. 31(3), Wiley, 2015, pp. 465-497.
Conference Proceedings
- Austin, E. ; Denzinger, J.:
(Energy) Policies Can Be Complicated: So Be Careful With Your Simulators!,
Proc. IEEE SSCI 2020, Canberra, 2020, pp. 2148-2155. - Hudson, J. ; Denzinger, J.:
Decision Support for Combining Security Mechanisms using Exploratory Evolutionary Testing,
Proc. ICTAI 2020, Baltimore, 2020, pp. 550-557. - Hudson, J. ; Denzinger, J.:
Using Exploratory Testing for Decision Support in Choosing a Security Mechanism,
Proc. CEC 2019, Wellington, 2019, pp. 2236-2243. - Fleischer, C. ; Denzinger, J.:
Focusing Learning-Based Testing Away from Known Weaknesses,
Proc. EvoApplications 2017 Part II, Amsterdam, 2017, pp. 49-65. - Bergmann, K. ; Denzinger, J.:
Automated testing for cyber threats to ad-hoc wireless networks,
Proc. CICS 2014, Orlando, IEEE, 2014, pp. 34-41. - Bergmann, K.P. ; Denzinger, J.:
Testing of Precision Agricultural Networks for Adversary-Induced Problems,
Proc. GECCO 2013, Amsterdam, 2013, pp. 1421-1428. - Blackadar, M. ; Denzinger, J.:
Behavior Learning-based Testing of Starcraft Competition Entries,
Proc. AIIDE 2011, Palo Alto, 2011, pp. 116-121. - Hudson, J. ; Denzinger, J. ; Kasinger, H. ; Bauer, B.:
Efficiency Testing of Self-adapting Systems by Learning of Event Sequences,
Proc. ADAPTIVE-10, Lisbon, 2010, pp. 200-205. - Steiner, T. ; Denzinger, J. ; Kasinger, H. ; Bauer, B.:
Pro-active Advice to Improve the Efficiency of Self-Organizing Emergent Systems,
Proc. EASe 2011, Las Vegas, 2011, pp. 97-106. - Atalla, M. ; Denzinger, J.:
Improving Testing of Multi-Unit Computer Players for Unwanted Behavior using Coordination Macros,
Proc. CIG-09, Milan, 2009, pp. 355-362. - Flanagan, T. ; Thornton, C. ; Denzinger, J.:
Testing harbour patrol and interception policies using particle-swarm-based learning of cooperative behavior,
Proc. CISDA 2009, Ottawa, 2009, pp. 1-8. - Denzinger, J. ; Kidney, J.:
Evaluating Different Genetic Operators in the Testing for Unwanted Emergent Behavior using Evolutionary Learning of Behavior,
Proc. IAT 2006, Hong Kong, IEEE Press, 2006, pp. 23-29. - Kidney, J. ; Denzinger, J.:
Testing the limits of emergent behavior in MAS using learning of cooperative behavior,
Proc. ECAI 2006, Riva del Garda, 2006, pp. 260-264. - Chan, B. ; Denzinger, J. ; Gates, D. ; Loose, K. ;
Buchanan, J.:
Evolutionary behavior testing of commercial computer games,
Proc. CEC 2004, Portland, 2004, pp. 125-132. - Denzinger, J. ; Williams, T.:
Using evolutionary learning of behavior to find weaknesses in operating systems,
Proc. PRICAI 2004, Auckland, Springer LNAI 3157, 2004, pp. 381-390. - Denzinger, J. ; Loose, K. ; Gates, D. ; Buchanan, J.:
Dealing with parameterized actions in behavior testing of commercial computer games,
Proc. IEEE 2005 Symposium on Computational Intelligence and Games (CIG-05), Colchester, 2005, pp. 51-58.
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Last Change: 27/8/2022