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Biblio

Found 75 results

2011
Bauer, T., M. Erwig, A. Fern, and J. Pinto, "Adaptation-Based Programming in Haskell", Electronic Proceedings in Theoretical Computer Science, vol. 66, pp. 1 - 23, 9/2011. Abstract
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. Abstract
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. Abstract
Pinto, J., A. Fern, T. Bauer, and M. Erwig, "Improving Policy Gradient Estimates with Influence Information", Asian Conference on Machine Learning, pp. 1-16, 11/2011. Abstract
Selman, J., and A. Fern, "Learning first-order definite theories via object-based queries", Proceedings of the 2011 European Conference on Machine Learning (ECML-2011), Athens, Greece, Springer-Verlag, pp. 159–174, 09/2011. Abstract
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. Abstract
Stracuzzi, D. J., A. Fern, K. Ali, R. Hess, J. Pinto, N. Li, T. Konik, and D. G. Shapiro, "An application of transfer to American football: From observation of raw video to control in a simulated environment", AI Magazine, vol. 32, issue 2, pp. 107-125, 06/2011. Abstract
Fern, A., and P. Lewis, "Ensemble Monte-Carlo Planning: An Empirical Study", International Conference on Automated Planning and Scheduling, Freiburg, Germany, 06/2011. Abstract
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. Abstract
Bauer, T., M. Erwig, A. Fern, and J. Pinto, "Adaptation-based programming in java", Proceedings of the 20th ACM SIGPLAN workshop on Partial Evaluation and Program Manipulation - PERM '11, Austin, Texas, ACM Press, pp. 81-90, 01/2011. Abstract
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, 3/2010. Abstract
Azimi, J., A. Fern, and X. Fern, "Batch Bayesian Optimization via Simulation Matching", Advances in Neural Information Processing Systems 23, pp. 109–117, 12/2010. Abstract
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. Abstract
Pinto, J., A. Fern, T. Bauer, and M. Erwig, "Robust Learning for Adaptive Programs by Leveraging Program Structure", 2010 International Conference on Machine Learning and Applications (ICMLA), Washington, DC, IEEE, pp. 943 - 948, 12/2010. Abstract
Wilson, A., A. Fern, and P. Tadepalli, "Incorporating domain models into Bayesian optimization for RL", Proceedings of the 2010 European Conference on Machine Learning, Casa Convalescència, Barcelona, Catalonia, Spain, Springer-Verlag, pp. 467–482, 09/2010. Abstract
Wilson, A., A. Fern, and P. Tadepalli, "Bayesian Policy Search for Multi-Agent Role Discovery", AAAI Conference on Artificial Intelligence (AAAI-2010), Atlanta, Georgia, pp. 624-629, 07/2010. Abstract
Fern, A., and P. Tadepalli, "A Computational Decision Theory for Interactive Assistants", AAAI Workshop on Interactive Decision Theory and Game Theory, Atlanta, GA, 07/2010. Abstract
Azimi, J., X. Fern, A. Fern, E. H. Burrows, F. W. R. Chaplen, Y. Fan, H. Liu, J. Jaio, and R. Schaller, "Myopic Policies for Budgeted Optimization with Constrained Experiments.", AAAI Conference on Artificial Intelligence (AAAI-2010), Atlanta, Georgia, AAAI Press, 07/2010. Abstract
Alsaleh, O., B. Hamdaoui, and A. Fern, "Q-learning for opportunistic spectrum access", Proceedings of the 6th International Wireless Communications and Mobile Computing Conference on ZZZ - IWCMC '10, Caen, France, ACM Press, pp. 220, 07/2010. Abstract
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. Abstract
Wilson, A., A. Fern, and P. Tadepalli, "Bayesian Role Discovery for Multi-Agent Reinforcement Learning (extended abstract)", International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2010), Toronto Canada, 05/2010. Abstract
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. Abstract
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. Abstract
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. Abstract
Fern, A., "A Penalty-Logic Simple-Transition Model for Structured Sequences", Computational Intelligence, vol. 25, issue 4, pp. 302 - 334, 11/2009. Abstract

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