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All publications by Prasad Tadepalli
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Symbolic Opportunistic Policy Iteration for Factored-Action MDPs
Aswin Raghavan, Roni Khardon, Alan Fern and Prasad Tadepalli
Advances in Neural Information Processing Systems 26, 2013


A Bayesian Approach for Policy Learning from Trajectory Preference Queries
Aaron Wilson, Alan Fern and Prasad Tadepalli
Advances in Neural Information Processing Systems 25, 2012


Output Space Search for Structured Prediction
Janardhan R. Doppa, Alan Fern and Prasad Tadepalli
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Autonomous Learning of Action Models for Planning
Neville Mehta, Prasad Tadepalli and Alan Fern
Advances in Neural Information Processing Systems 24, 2011


Inverting Grice's Maxims to Learn Rules from Natural Language Extractions
Mohammad S. Sorower, Janardhan R. Doppa, Walker Orr, Prasad Tadepalli, Thomas G. Dietterich and Xiaoli Z. Fern
Advances in Neural Information Processing Systems 24, 2011


A Computational Decision Theory for Interactive Assistants
Alan Fern and Prasad Tadepalli
Advances in Neural Information Processing Systems 23, 2010


Automatic discovery and transfer of MAXQ hierarchies
Neville Mehta, Soumya Ray, Prasad Tadepalli and Thomas G. Dietterich
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Multi-task reinforcement learning: a hierarchical Bayesian approach
Aaron Wilson, Alan Fern, Soumya Ray and Prasad Tadepalli
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Learning for efficient retrieval of structured data with noisy queries
Charles Parker, Alan Fern and Prasad Tadepalli
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Learning first-order probabilistic models with combining rules
Sriraam Natarajan, Prasad Tadepalli, Eric Altendorf, Thomas G. Dietterich, Alan Fern and Angelo C. Restificar
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Dynamic preferences in multi-criteria reinforcement learning
Sriraam Natarajan and Prasad Tadepalli
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005