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Journal Article
M. Klenk, Molineaux, M., and Aha, D. W., Goal-Driven Autonomy for Responding to Unexpected Events in Strategy Simulations, Computational Intelligence, vol. 29, no. 2, pp. 187-206, 2013. download PDF (1.15 MB)
D. W. Aha, Molineaux, M., and Klenk, M., Goal-Driven Autonomy, 2011 NRL Review, pp. 164-166, 2011. Download PDF (356.07 KB)
M. Klenk, Aha, D. W., and Molineaux, M., The case for case-based transfer learning, AI Magazine, vol. 32, no. 1, pp. 54-69, 2011. Download PDF (1.26 MB)
Conference Proceedings
M. Molineaux, Klenk, M., and Aha, D. W., Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects, Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence. AAAI Press, Atlanta, GA, pp. 1115-1120, 2010. Download PDF (656.36 KB)
M. Molineaux, Klenk, M., and Aha, D. W., Goal-Driven Autonomy in a Navy Strategy Simulation, Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence. AAAI Press, Atlanta, GA, pp. 1548-1554, 2010. Download PDF (1.09 MB)
M. Wilson, Molineaux, M., and Aha, D. W., Domain-independent heuristics for goal formulation, Proceedings of the Twenty-Sixth Florida Artificial Intelligence Research Society Conference. AAAI Press, St. Pete Beach, FL, pp. 160-165, 2013. Download PDF (1.18 MB)
H. Muñoz-Avila, Aha, D. W., Jaidee, U., Klenk, M., and Molineaux, M., Applying goal directed autonomy to a team shooter game, Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference. AAAI Press, Daytona Beach, FL, pp. 465-470, 2010. Download PDF (785.73 KB)
Conference Paper
M. Molineaux, Aha, D. W., and Kuter, U., Learning event models that explain anomalies, in Explanation-Aware Computing: Papers from the IJCAI Workshop, Barcelona Spain, 2011. Download PDF (170.83 KB)
J. Powell, Molineaux, M., and Aha, D. W., Active and Interactive Discovery of Goal Selection Knowledge, in Proceedings of the Twenty-Fourth Florida Artificial Intelligence Research Society Conference, West Palm Beach, FL, 2011. Download PDF (1.22 MB)