Biblio
Found 29 results
"The first learning track of the international planning competition",
Machine Learning, vol. 84, issue 1-2, pp. 81 - 107, 07/2011.
Abstract
"Learning Rules from Incomplete Examples via a Probabilistic Mention Model",
IJCAI 2011 Workshop on Learning by Reading and its Applications in Intelligent Question-Answering, Barcelona, Catalonia, Spain, 07/2011.
Abstract
"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.
Abstract
"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
"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
"Bayesian Policy Search for Multi-Agent Role Discovery",
AAAI Conference on Artificial Intelligence (AAAI-2010), Atlanta, Georgia, pp. 624-629, 07/2010.
Abstract
"A Computational Decision Theory for Interactive Assistants",
AAAI Workshop on Interactive Decision Theory and Game Theory, Atlanta, GA, 07/2010.
Abstract
"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
"Lower Bounding Klondike Solitaire with Monte-Carlo Planning",
International Conference on Automated Planning and Scheduling (ICAPS-2009), Thessaloniki, Greece, 09/2009.
Abstract
"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.
Abstract
"Simulation-based Optimization of Resource Placement and Emergency Response.",
IAAI, Pasadena, CA, Innovative Applications of Artificial Intelligence (IAAI-2009), 07/2009.
Abstract
"User Initiated Learning for Adaptive Interfaces Abstract",
IJCAI2009 Workshop on Intelligence and Interaction, Pasadena, CA, 07/2009.
Abstract
"Transfer in variable-reward hierarchical reinforcement learning",
Machine Learning, vol. 73, issue 3, pp. 289 - 312, 12/2008.
Abstract
"Learning first-order probabilistic models with combining rules",
Annals of Mathematics and Artificial Intelligence, vol. 54, issue 1-3, pp. 223 - 256, 11/2008.
Abstract
"Structured machine learning: the next ten years",
Machine Learning, vol. 73, issue 1, pp. 3 - 23, 10/2008.
Abstract
"Logical Hierarchical Hidden Markov Models for Modeling User Activities",
Proceedings of the Eighteenth International Conference on Inductive Logic Programming, vol. 5194, Prague, Czech Republic, Springer Berlin Heidelberg, pp. 192 - 209, 09/2008.
Abstract
"Automatic discovery and transfer of MAXQ hierarchies",
Proceedings of the 25th International Conference on Machine learning - ICML '08, Helsinki, Finland, ACM Press, pp. 648 - 655, 07/2008.
Abstract
"Learning and Transferring Roles in Multi-Agent Reinforcement Learning",
AAAI-08 Workshop on Transfer Learning for Complex Tasks, Chicago, IL, 07/2008.
Abstract
"A relational hierarchical model for decision-theoretic assistance",
International Conference on Inductive Logic Programming (ILP-2007), Corvallis, OR, Springer-Verlag, pp. 175–190, 06/2007, 2008.
Abstract
"Bi-level Optimization for Learning Cost Functions from Demonstration",
2007 AAAI Workshop on Acquiring Planning Knowledge via Demonstration, Vancouver, BC, pp. 18-20, 07/2007.
Abstract
"Learning From Demonstrations via Structured Prediction",
2007 AAAI Workshop on Acquiring Planning Knowledge via Demonstration, Vancouver, BC, pp. 34-40, 07/2007.
Abstract
"Learning for efficient retrieval of structured data with noisy queries",
Proceedings of the 24th international conference on Machine learning - ICML '07, Corvalis, Oregon, ACM Press, pp. 729 - 736, 06/2007.
Abstract
"Multi-task reinforcement learning",
Proceedings of the 24th international conference on Machine learning - ICML '07, Corvalis, Oregon, ACM Press, pp. 1015 - 1022, 06/2007.
Abstract
"Searching Solitaire in Real Time.",
International Computer Games Association Journal, vol. 30, issue 3, 06/2007.
Abstract
"A decision-theoretic model of assistance",
International Joint Conference on Artificial Intelligence (IJCAI-2007), Hyderabad, India, 01/2007.
Abstract
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