Douglas Aberdeen
Google Publications
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The Learning Behind Gmail Priority Inbox
Douglas Aberdeen, Ondrey Pacovsky, Andrew Slater
LCCC : NIPS 2010 Workshop on Learning on Cores, Clusters and Clouds
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The War Against Spam: A report from the front line
Brad Taylor, Dan Fingal, Douglas Aberdeen
NIPS 2007 Workshop on Machine Learning in Adversarial Environments for Computer Security
Previous Publications
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The Factored Policy-Gradient Planner
Olivier Buffet, Douglas Aberdeen
Journal of Artificial Intelligence Research (JAIR), vol. 173 (2008), pp. 722-747
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Concurrent Probabilistic Temporal Planning with Policy-Gradients
Douglas Aberdeen, Olivier Buffet
Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling (ICAPS'07), Providence, USA (2007)
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FF+FPG: Guiding a Policy-Gradient Planner
Olivier Buffet, Douglas Aberdeen
Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling (ICAPS'07), Providence, USA (2007)
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Natural Actor-Critic for Road Traffic Optimisation
Silvia Richter, Douglas Aberdeen, Jin Yu
Advances in Neural Information Processing Systems, The {MIT} Press, Cambridge, MA (2007)
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Policy-Gradients for PSRs and POMDPs
Douglas Aberdeen, Olivier Buffet, Owen Thomas
Proc. 11th Intl. Conf. on Artificial Intelligence and Statistics (AIstats), Society for Artificial Intelligence and Statistics, San Juan, Puerto Rico (2007)
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Fast Online Policy Gradient Learning with SMD Gain Vector Adaptation
Nicol N. Schraudolph, Jin Yu, Douglas Aberdeen
Advances in Neural Information Processing Systems, The {MIT} Press, Cambridge, MA (2006), pp. 1185-1192
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Policy-Gradient Methods for Planning
Advances in Neural Information Processing Systems, The {MIT} Press, Cambridge, MA (2006)
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Policy-Gradient for Robust Planning
O. Buffet, D. Aberdeen
Proceedings of the ECAI'06 Workshop on Planning, Learning and Monitoring with Uncertainty and Dynamic Worlds (PLMUDW'06) (2006)
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Policy-Gradient for Robust Planning (French)
O. Buffet, D. Aberdeen
Actes de la conférence francophone sur l'apprentissage automatique (CAp'06) (2006)
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The Factored Policy Gradient planner (IPC-06 Version)
O. Buffet O., D. Aberdeen
Proceedings of the Fifth International Planning Competition (2006)
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A Two-Teams Approach for Robust Probabilistic Temporal Planning
O. Buffet, D. Aberdeen
Proceedings of the ECML'05 workshop on Reinforcement Learning in Non-Stationary Environments (2005)
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Planification robuste avec (L)RTDP
O. Buffet, D. Aberdeen
Actes de la conférence francophone sur l'apprentissage automatique (CAp'05) (2005)
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Prottle: A Probabilistic Temporal Planner
I. Little, D. Aberdeen, S. Thi\'ebaux
Proc. AAAI'05 (2005)
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Robust Planning with (L)RTDP
O. Buffet, D. Aberdeen
Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI'05) (2005)
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Simulation Methods for Uncertain Decision-Theoretic Planning
D. Aberdeen, O. Buffet
Proceedings of the IJCAI 2005 Workshop on Planning and Learning in A Priori Unknown or Dynamic Domains
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Decision-Theoretic Military Operations Planning
Douglas Aberdeen, Sylvie Thi\'ebaux, Lin Zhang
Proc. ICAPS, AAAI (2004), pp. 402-411
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Filtered Reinforcement Learning
Proceedings of the 15th European Conference on Machine Learning, Springer (2004), pp. 27-38
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Policy-Gradient Algorithms for Partially Observable Markov Decision Processes
Ph.D. Thesis, The Australian National University (2003)
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Scaling Internal-State Policy-Gradient Methods for POMDPs
Douglas Aberdeen, Jonathan Baxter
Proceedings of the 19th International Conference on Machine Learning, Morgan Kaufmann, Syndey, Australia (2002)
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Emmerald: A fast Matrix-Matrix Multiply Using Intel SIMD Technology
Douglas Aberdeen, Jonathan Baxter
Concurrency and Computation: Practice and Experience, vol. 13 (2001), pp. 103-119
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92c /MFlop/s, Ultra-Large-Scale Neural-Network Training on a PIII Cluster
Douglas Aberdeen, Jonathan Baxter, Robert Edwards
Proceedings of Super Computing 2000, Dallas, TX.
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General Matrix-Matrix Multiplication Using SIMD features of the PIII
Douglas Aberdeen, Jonathan Baxter
Euro-Par 2000: Parallel Processing, Springer-Verlag, Munich, Germany

