OREGON STATE UNIVERSITY

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Biblio

Found 92 results
Filters: Author is Fern, Alan  [Clear All Filters]
2008
Yoon, S., A. Fern, and R. Givan, "Learning Control Knowledge for Forward Search Planning", J. Mach. Learn. Res., vol. 9: JMLR.org, pp. 683–718, 06/2008.
Natarajan, S., P. Tadepalli, T. G. Dietterich, and A. Fern, "Learning first-order probabilistic models with combining rules", Annals of Mathematics and Artificial Intelligence, vol. 54, issue 1-3, pp. 223 - 256, 11/2008.
Yoon, S., A. Fern, R. Givan, and S. Kambhampati, "Probabilistic Planning via Determinization in Hindsight", AAAI Conference on Artificial Intelligence (AAAI-2008), Chicago, Illinois, pp. 1010-1016, 07/2008.
Dejmal, S., A. Fern, and T. Nguyen, "Reinforcement Learning for Vulnerability Assessment in Peer-to-Peer Networks", Conference on Innovative Applications of Artificial Intelligence (IAAI-2008), Chicago, Illinois, pp. 1655-1662, 07/2008.
Lertsutthiwong, M., T. Nguyen, and A. Fern, "Scalable Video Streaming for Single-Hop Wireless Networks Using a Contention-Based Access MAC Protocol", Advances in Multimedia, vol. 2008, issue 2, pp. 1 - 21, 01/2008.
Mehta, N., S. Natarajan, P. Tadepalli, and A. Fern, "Transfer in variable-reward hierarchical reinforcement learning", Machine Learning, vol. 73, issue 3, pp. 289 - 312, 12/2008.
2007
Lertsuthiwong, M., T. Nguyen, and A. Fern, "Analysis of Collaborative Distributed Admission Control in 802.11 Networks", IEEE International Workshop on Cooperative Distributed Systems, 2007.
Fern, A., S. Natarajan, K. Judah, and P. Tadepalli, "A decision-theoretic model of assistance", International Joint Conference on Artificial Intelligence (IJCAI-2007), Hyderabad, India, 01/2007.
Xu, Y., S. Yoon, and A. Fern, "Discriminative Learning of Beam-Search Heuristics for Planning", International Joint Conference on Artificial Intelligence (IJCAI-2007), Hyderabad, India, pp. 2041–2046, 01/2007.
Yoon, S., A. Fern, and R. Givan, "FF-Replan: A Baseline for Probabilistic Planning", International Conference on Automated Planning and Scheduling (ICAPS-2007), Providence, Rhode Island, pp. 352-359, 09/2007.
Hess, R., and A. Fern, "Improved Video Registration using Non-Distinctive Local Image Features", 2007 IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, MN, IEEE, pp. 1 - 8, 06/2007.
Parker, C., A. Fern, and P. Tadepalli, "Learning for efficient retrieval of structured data with noisy queries", International Conference on Machine Learning (ICML-2007), Corvallis, Oregon, pp. 729-736, 06/2007.
Parker, C., P. Tadepalli, W-K. Wong, T. G. Dietterich, and A. Fern, "Learning From Demonstrations via Structured Prediction", 2007 AAAI Workshop on Acquiring Planning Knowledge via Demonstration, Vancouver, BC, pp. 34-40, 07/2007.
Xu, Y., and A. Fern, "On learning linear ranking functions for beam search", International Conference on Machine Learning (ICML-2007), Corvalis, Oregon, ACM Press, pp. 1047 - 1054, 07/2007.
Hess, R., A. Fern, and E. N. Mortensen, "Mixture-of-Parts Pictorial Structures for Objects with Variable Part Sets", IEEE International Conference on Computer Vision (ICCV-2007), Rio de Janeiro, Brazil, IEEE, pp. 1 - 8, 10/2007.
Wilson, A., A. Fern, S. Ray, and P. Tadepalli, "Multi-task reinforcement learning", International Conference on Machine Learning (ICML-2007), Corvalis, Oregon, ACM Press, pp. 1015 - 1022, 06/2007.
Chan, H., A. Fern, S. Ray, N. Wilson, and C. Ventura, "Online Planning for Resource Production in Real-Time Strategy Games", International Conference on Automated Planning and Scheduling (ICAPS-2007), Providence, Rhode Island, pp. 65-72, 09/2007.
Fern, A., S. Yoon, and R. Givan, "Reinforcement Learning in Relational Domains: A Policy-Language Approach", Statistical Relational Learning, Cambridge, MA, MIT Press, pp. 499-430, 2007.
Natarajan, S., P. Tadepalli, and A. Fern, "A Relational Hierarchical Model for Decision-Theoretic Assistance", International Conference on Inductive Logic Programming (ILP-2007), Corvallis, OR, pp. 175-190, 06/2007.
Natarajan, S., P. Tadepalli, and A. Fern, "A Relational Hierarchical Model for Decision-Theoretic Assistance", International Joint Conference on Artificial Intelligence (IJCAI-2007), Hyderabad, India, pp. 175-190, 01/2007.
Bjarnason, R., P. Tadepalli, and A. Fern, "Searching Solitaire in Real Time.", International Computer Games Association Journal, vol. 30, issue 3, 06/2007.
Yoon, S., A. Fern, and R. Givan, "Using Learned Policies in Heuristic-Search Planning", International Joint Conference on Artificial Intelligence (IJCAI-2007), Hyderabad, India, pp. 2047-2053, 01/2007.
Lertsutthiwong, M., T. Nguyen, and A. Fern, "Wireless Video Streaming with Collaborative Admission Control for Home Networks", IEEE International Conference on Multimedia and Expo (ICME-2007), Beijing, China, IEEE, pp. 943 - 946, 07/2007.
2006
Fern, A., S. Yoon, and R. Givan, "Approximate Policy Iteration with a Policy Language Bias: Solving Relational Markov Decision Processes", J. Artif. Int. Res., vol. 25: AI Access Foundation, pp. 75–118, 01/2006.

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