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2011
D. W. Aha, Molineaux, M., and Klenk, M., Goal-Driven Autonomy, 2011 NRL Review, pp. 164-166, 2011. Download PDF (356.07 KB)
U. Jaidee, Muñoz-Avila, H., and Aha, D. W., Integrated learning for goal-driven autonomy, in Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Spain, 2011. Download PDF (504.79 KB)
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)
D. C. Uthus and Aha, D. W., Plans towards automated chat summarization, in ACL-HLT Workshop on Automatic Summarization for Different Genres, Media, and Languages, Portland, Oregon, 2011. Download PDF (90.67 KB)
I. Guyon, Dror, G., Lemaire, V., Taylor, G., and Aha, D. W., Unsupervised and transfer learning challenge, in International Joint Conference on Neural Networks, San Jose, CA, 2011. Download PDF (204.74 KB)
2010
K. Gupta and Aha, D. W., Adaptive Web Services Brokering, in Machine Interpretations of Patterns: Image Analysis and Data Mining, Singapore: World Scientific Press, 2010. Download PDF (362.15 KB)
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)
H. Muñoz-Avila and Aha, D. W., A case study of goal-driven autonomy in domination games, in AAAI Workshop on Goal Directed Autonomy, Atlanta, GA, 2010. Download PDF (339.6 KB)
D. W. Aha and Schneider, A., The DARPA Deep Learning Program’s broad evaluation plan, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, AIC-11-003, 2010. Download PDF (1.07 MB)
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)
H. Muñoz-Avila, Jaidee, U., Aha, D. W., and Carter, E., Goal-Driven Autonomy with Case-Based Reasoning, in Proceedings of the Eighteenth International Conference on Case-Based Reasoning, Alessandria, Italy, 2010. Download PDF (425.97 KB)
L. K. McDowell, Gupta, K., and Aha, D. W., Meta-prediction in collective classification, in Florida Artificial Intelligence Research Society Conference, Daytona Beach, FL, 2010. Download PDF (648.07 KB)
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)
D. W. Aha, Review of the 2008-2009 Joint chat conferences, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, 2010. Download PDF (325.43 KB)
2009
M. Molineaux, Aha, D. W., and Sukthankar, G., Beating the defense: Using plan recognition to inform learning agents, in International FLAIRS Conference, Sanibel Island, FL, 2009. Download PDF (552.91 KB)
K. Gupta, Aha, D. W., and Moore, P., Case-based collective inference for maritime object classification, in International Conference on Case-Based Reasoning, Seattle, WA, 2009. Downoad PDF (876.59 KB)
D. W. Aha, Molineaux, M., and Sukthankar, G., Case-based reasoning for transfer learning, in International Conference on Case-Based Reasoning, Seattle, WA, 2009. Download PDF (458.6 KB)
L. K. McDowell, Gupta, K., and Aha, D. W., Cautious Collective Classification, Journal of Machine Learning Research, vol. 10, pp. 2777-2836, 2009. Download PDF (513.36 KB)
N. Li, Stracuzzi, D. J., Cleveland, G., Konik, T., Shapiro, D., Molineaux, M., Aha, D. W., and Ali, K., Constucting game agents from video of human behavior, in Conference on Artificial Intelligence and Interactive Digital Entertainment, Stanford, CA, 2009. Download PDF (450.73 KB)
M. T. Cox and Aha, D. W., Experience-based narrative memory, in IUI Workshop on Story Understanding and Generation for Context-Aware Interface Design, Sanibel Island, FL, 2009. Download PDF (16.02 KB)
K. Laviers, Sukthankar, G., Molineaux, M., and Aha, D. W., Exploiting early intent recognition for competitive advantage, in IJCAI Workshop on Plan, Activity, and Intent Recognition, Pasadena, CA, 2009. Download PDF (2.36 MB)
K. Laviers, Sukthankar, G., Molineaux, M., and Aha, D. W., Improving offensive performance through opponent modeling, in Conference on Artificial Intelligence and Interactive Digital Entertainment, Stanford, CA, 2009. Download PDF (0 bytes)
K. Laviers, Sukthankar, G., Klenk, M., Aha, D. W., and Molineaux, M., Opponent modeling and spatial similarity to retrieve and reuse superior plays, in ICCBR Workshop on Case-Based Reasoning for Computer Games, Seattle, WA, 2009. Download PDF (447.64 KB)
B. Auslander, Molineaux, M., and Aha, D. W., Towards research on goal reasoning with the TAO Sandbox, Naval Research Laboratory, Navy Center for Applied Research on Artificial Intelligence, Washington, DC, AIC-09-155, 2009. Download PDF (277.69 KB)
L. K. McDowell, Gupta, K., and Aha, D. W., Using caution to explain and improve collective classification, Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence, Washington, DC, AIC-09-140, 2009. Download PDF (183.34 KB)

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