Oregon State University
EECS Home
Oregon State Home College of Engineering Find Someone
School of Electrical Engineering and Computer Science
The Oregon State Advantage
 
Research
Research Areas
Research Centers
Our Facilities
Research Faculty
Prasad Tadepalli
Research Activities
Recent Publications
Teaching
Online Library
 
Educational Innovations
 
Prospective Faculty
 
Graduate Studies
 
Undergraduate Studies
 
Industry Connection
 
Alumni Connection
 
People
 
About Oregon State EECS
 
EECS News & Publications



 Site Map Contact Us
 
 


Research Collaboration: Research Faculty

Prasad Tadepalli
Recent Publications


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.



School of Electrical Engineering and Computer Science, 1148 Kelley Engineering Center
Oregon State University, Corvallis, OR 97331-5501
Send a comment about this web site | This page was last modified on Wednesday, August 13, 2008
Copyright © 2009 | Disclaimer | Committed to Diversity