Journal Papers

• Neville Mehta, Sriraam Natarajan, Prasad Tadepalli, and Alan Fern, "Transfer in variable-reward hierarchical reinforcement learning," Machine Learning, June 2008.
• Tadepalli, P., "Cognitive Architectures have Limited Explanatory Power Commentary on Anderson and Lebiere's article on The Newell Test for a Theory of Mind," in Behavioral and Brain Sciences.
• Amoth, T., Cull, P. and Tadepalli, P. "On Exact Learning of Unordered Tree Patterns," Machine Learning, 44(3), 211-243, 2001.
• Reddy, C. and Tadepalli, P. "Learning Horn Definitions: Theory and an Application to Planning," New Generation Computing, 17, 77-98, 1999.
• Tadepalli, P. and Ok, D., "Model-based Average Reward Reinforcement Learning," Artificial Intelligence, 100, 177-224, 1998.

Conference Proceedings

• Natarajan, S., Tadepalli, P., and Fern A. "A Relational Hierarchical Model for Decision Theoretic Assistance (draft)," International Conference on Inductive Logic Programming, 2007.
• Parker, C., Fern, A., and Tadepalli, P. "Learning for Efficient Retrieval of Structured Data with Noisy Queries," International Conference on Machine Learning, 2007.
• Wilson, A., Fern, A., Ray, S. and Tadepalli, P. "Multi-Task Reinforcement Learning: A Hierarchical Bayesian Approach International," Conference on Machine Learning, 2007.
• Fern, A., Natarajan, S., Judah, K., and Tadepalli, P. "A Decision-theoretic Model of Assistance," International Joint Conference on Artificial Intelligence, 2007.
• Parker, C., Fern, A. and Tadepalli, P. "Gradient Boosting for Sequence Alignment," National Conference on Artificial Intelligence, 2006.
• Proper, S. and Tadepalli, P. "Scaling Model-Based Average-Reward Reinforcement Learning for Product Delivery," European Conference on Machine Learning, 2006.
• Natarajan, S. and Tadepalli, P. "Dynamic Preferences in Multi-Criteria Reinforcement Learning," International Conference on Machine Learning, 2005.
• Natarajan, S., Tadepalli, P., Altendorf, E., Deitterich, T., Fern, A., and Restificar, A. "Learning First-Order Probabilistic Models with Combining Rules," International Conference on Machine Learning, 2005.