OREGON STATE UNIVERSITY

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Biblio

Found 92 results
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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.
Pinto, J., A. Fern, T. Bauer, and M. Erwig, "Improving Policy Gradient Estimates with Influence Information", Journal of Machine Learning Research - Proceedings Track, Volume 20, vol. 20, Taoyuan, Taiwan, pp. 1-18, 11/2011.
Selman, J., and A. Fern, "Learning First-Order Definite Theories via Object-Based Queries", European Conference on Machine Learning (ECML-2011), Athens, Greece, pp. 159-174, 09/2011.
Dereszynski, E. W., J. Hostetler, A. Fern, T. G. Dietterich, T-T. Hoang, and M. Udarbe, "Learning Probabilistic Behavior Models in Real-time Strategy Games", Artificial Intelligence in Digital Entertainment (AIIDE-2011), 2011.
Selman, J., M. R. Amer, A. Fern, and S. Todorovic, "PEL-CNF: Probabilistic event logic conjunctive normal form for video interpretation", 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops), Barcelona, Spain, IEEE, pp. 680 - 687, 11/2011.
Brendel, W., A. Fern, and S. Todorovic, "Probabilistic event logic for interval-based event recognition", 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, CO, IEEE, pp. 3329 - 3336, 06/2011.
Fern, A., "Speedup Learning", Encyclopedia of Machine Learning, New York, NY, Springer-Verlag, 2011.
2010
Azimi, J., A. Fern, and X. Z. Fern, "Batch Bayesian Optimization via Simulation Matching", Advances in Neural Information Processing Systems 23, pp. 109–117, 12/2010.
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.
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.
Xu, Y., A. Fern, and S. Yoon, "Iterative Learning of Weighted Rule Sets for Greedy Search", AAAI Conference on Artificial Intelligence (AAAI-10), Atlanta, Georgia, pp. 201-208, 07/2010.
Xu, Y., A. Fern, and S. Yoon, "Iterative Learning of Weighted Rule Sets for Greedy Search", International Conference on Automated Planning and Scheduling (ICAPS-10), Menlo Park, CA, 05/2010.
Best Paper Runner-Up Award
Azimi, J., X. Z. Fern, A. Fern, E. Burrows, F. Chaplen, Y. Fan, H. Liu, J. Jaio, and R. Schaller, "Myopic Policies for Budgeted Optimization with Constrained Experiments", AAAI, Atlanta, Georgia, pp. AAAI Conference on Artificial Intelligence (AAAI-10), 07/2010.
Alsaleh, O., B. Hamdaoui, and A. Fern, "Q-learning for opportunistic spectrum access", ACM Wireless Communications and Mobile Computing Conference, Caen, France, ACM Press, pp. 220 - 224, 2010.
Judah, K., S. Roy, A. Fern, and T. G. Dietterich, "Reinforcement Learning via Practice and Critique Advice", AAAI Conference on Artificial Intelligence (AAAI-10), Atlanta, GA, 07/2010.
Pinto, J., A. Fern, T. Bauer, and M. Erwig, "Robust Learning for Adaptive Programs by Leveraging Program Structure", International Conference on Machine Learning and Applications (ICMLA), Washington, DC, IEEE, pp. 943 - 948, 12/2010.
Lertsutthiwong, M., T. Nguyen, and A. Fern, "On Throughput Guarantee of Aloha-Like Multi-Hop Wireless Networks", Wireless Personal Communications, vol. 53, issue 1, pp. 53 - 66, 03/2010.
2009
Hess, R., and A. Fern, "Discriminatively Trained Particle Filters for Complex Multi-Object Tracking", 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops), Miami, FL, IEEE, pp. 240 - 247, 06/2009.
Schaller, R., Y. Fan, S. Xu, A. Fern, F. Chaplen, H. Liu, and J. Jiao, "Fabrication of Nanomodified Anodes for Power Density Enhancement of Microbial Fuel Cells", Materials for Renewable Energy at the Society and Technology Nexus (MRS Proceedings), vol. 1170, San Francisco, California, 04/2009.
Xu, Y., A. Fern, and S. Yoon, "Learning Linear Ranking Functions for Beam Search with Application to Planning", J. Mach. Learn. Res., vol. 10: JMLR.org, pp. 1571–1610, 12/2009.
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)
Fern, A., "A Penalty-Logic Simple-Transition Model for Structured Sequences", Computational Intelligence, vol. 25, issue 4, pp. 302 - 334, 11/2009.
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.
Balla, R-K., and A. Fern, "UCT for Tactical Assault Planning in Real-Time Strategy Games", International Joint Conference on Artificial Intelligence (IJCAI-2009), San Francisco, CA, Morgan Kaufmann Publishers Inc., pp. 40–45, 06/2009.

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