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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.
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.
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.
Zhang, X. S., D. S. Appling, E. T. Whitaker, E. B. Trewhitt, L. Ding, J. R. Michaelis, D. L. McGuinness, J. A. Hendler, J. R. Doppa, C. Parker, et al., "An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration", ACM Transactions on Intelligent Systems and Technology, vol. 3, issue 4, pp. 1 - 38, 09/2012.
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.
Mehta, N., S. Ray, P. Tadepalli, and T. G. Dietterich, "Automatic Discovery and Transfer of Task Hierarchies in Reinforcement Learning", AI Magazine, vol. 32, issue 1, 2011.
Fern, A., R. Khardon, and P. Tadepalli, "The first learning track of the international planning competition", Machine Learning, vol. 84, issue 1-2, pp. 81 - 107, 07/2011.
Doppa, J. R., M. NasrEsfahani, M. S. Sorower, J. Irvine, T. G. Dietterich, X. Z. Fern, and P. Tadepalli, "Learning Rules from Incomplete Examples via Observation Models", IJCAI 2011 Workshop on Learning by Reading and its Applications in Intelligent Question-Answering, Barcelona, Catalonia, Spain, 07/2011.
Fern, A., and P. Tadepalli, "A Computational Decision Theory for Interactive Assistants", Advances in Neural Information Processing Systems (NIPS-2010), Vancouver, B.C., Canada, pp. 577–585, 12/2010.
Wilson, A., A. Fern, and P. Tadepalli, "Incorporating Domain Models into Bayesian Optimization for RL", European Conference on Machine Learning (ECML-10), Barcelona, Spain, pp. 467-482, 09/2010.
Wilson, A., A. Fern, and P. Tadepalli, "Bayesian role discovery for multi-agent reinforcement learning", International Conference on Autonomous Agents and Multiagent Systems (AAMAS-10), Toronto, Canada, pp. 1587-1588, 05/2010.
Bjarnason, R., A. Fern, and P. Tadepalli, "Lower Bounding Klondike Solitaire with Monte-Carlo Planning", International Conference on Automated Planning and Scheduling (ICAPS-2009), Thessaloniki, Greece, 09/2009.
Best Student Paper of ICAPS (International Conference on Automated Planning and Scheduling)
Zhang, X., S. Yoon, P. DiBona, D. S. Appling, L. Ding, J. R. Doppa, D. Green, J. K. Guo, U. Kuter, G. Levine, et al., "An Ensemble Learning and Problem-Solving Architecture for Airspace Management", Proceedings of Twenty-First Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-09), Pasadena, CA, pp. 203-210, 07/2009.
Bjarnason, R., P. Tadepalli, A. Fern, and C. Niedner, "Simulation-based Optimization of Resource Placement and Emergency Response", Conference on Innovative Applications of Artificial Intelligence (IAAI-2009), Pasadena, California, pp. 47-53, 07/2009.