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Joshi, S., R. Khardon, P. Tadepalli, A. Raghavan, and A. Fern, "Solving Relational MDPs with Exogenous Events and Additive Rewards", European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD-2013), vol. 8188, Prague, Czech Republic, Springer Berlin Heidelberg, pp. 178 - 193, 09/2013.
Senator, T. E., H. G. Goldberg, A. Memory, W. T. Young, B. Rees, R. Pierce, D. Huang, M. Reardon, D. A. Bader, E. Chow, et al., "Detecting insider threats in a real corporate database of computer usage activity", Proceedings of the 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining - KDD '13, Chicago, Illinois, ACM Press, pp. 1393, 08/2013.
Doppa, J. R., A. Fern, and P. Tadepalli, "HC-Search: Learning Heuristics and Cost Functions for Structured Prediction", AAAI Conference on Artificial Intelligence, 06/2013.
Wilson, A., A. Fern, and P. Tadepalli, "Transfer Learning in Sequential Decision Problems: A Hierarchical Bayesian Approach", Journal of Machine Learning Research - Proceedings Track, vol. 27, pp. 217-227, 2012.
Zhu, P., J. Pinto, T. Nguyen, and A. Fern, "Achieving Quality of Service with Adaptation-based Programming for medium access protocols", IEEE Global Communications Conference (GLOBECOM), Anaheim, CA, IEEE, pp. 1932 - 1937, 12/2012.
Wilson, A., A. Fern, and P. Tadepalli, "A Bayesian Approach for Policy Learning from Trajectory Preference Queries", Advances in Neural Information Processing Systems (NIPS-2011) , Lake Tahoe, Nevada, pp. 1142–1150, 12/2012.
Bauer, T., M. Erwig, A. Fern, and J. Pinto, "Faster program adaptation through reward attribution inference", Proceedings of the 11th International Conference on Generative Programming and Component Engineering - GPCE '12, Dresden, Germany, ACM Press, pp. 103-111 , 09/2012.
Judah, K., A. Fern, and T. G. Dietterich, "Active Imitation Learning via Reduction to I.I.D. Active Learning", Uncertainty in Articial Intelligence: Proceedings of the Twenty-Eighth Conference (2012), Catalina Island, CA , pp. 428-437, 08/2012.
Hostetler, J., E. W. Dereszynski, T. G. Dietterich, and A. Fern, "Inferring Strategies from Limited Reconnaissance in Real-time Strategy Games", Uncertainty in Articial Intelligence: Proceedings of the Twenty-Eighth Conference (2012), Catalina Island, CA, pp. 367-376, 08/2012.
Natarajan, S., P. Tadepalli, and A. Fern, "A relational hierarchical model for decision-theoretic assistance", Knowledge and Information Systems, vol. 32, no. 2: Springer-Verlag, pp. 329-349, 08/2012.
Xue, S., A. Fern, and D. Sheldon, "Scheduling Conservation Designs via Network Cascade Optimization", Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI-2012), Toronto, Ontario, Canada, 07/2012.
Azimi, J., A. Fern, and X. Z. Fern, "Budgeted Optimization with Concurrent Stochastic-Duration Experiments", Advances in Neural Information Processing Systems 24, Granada, Spain, pp. 1098–1106, 12/2011.
Zhu, P., J. Pinto, A. Fern, and T. Nguyen, "Adaptation-based programming for network protocol design: An 802.11x case study (abstract)", IEEE International Performance Computing and Communications Conference (IPCCC-2011), Orlando, FL, IEEE, pp. 1 - 2, 11/2011.
Alsaleh, O., P. Venkatraman, B. Hamdaoui, and A. Fern, "Enabling opportunistic and dynamic spectrum access through learning techniques", Wireless Communications and Mobile Computing, 11/2011.