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Prasad Tadepalli - Publications

Affiliations: 
Oregon State University, Corvallis, OR 
Area:
Computer Science, Statistics
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15 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2014 Fern A, Natarajan S, Judah K, Tadepalli P. A decision-theoretic model of assistance Journal of Artificial Intelligence Research. 50: 71-104. DOI: 10.1613/Jair.4213  0.456
2014 Doppa JR, Fern A, Tadepalli P. HC-search: a learning framework for search-based structured prediction Journal of Artificial Intelligence Research. 50: 369-407. DOI: 10.1613/Jair.4212  0.377
2012 Zhang XS, Shrestha B, Yoon S, Kambhampati S, Dibona P, Guo JK, McFarlane D, Hofmann MO, Whitebread K, Appling DS, Whitaker ET, Trewhitt EB, Ding L, Michaelis JR, McGuinness DL, ... ... Tadepalli P, et al. An ensemble architecture for learning complex problem-solving techniques from demonstration Acm Transactions On Intelligent Systems and Technology. 3. DOI: 10.1145/2337542.2337560  0.43
2012 Natarajan S, Tadepalli P, Fern A. A relational hierarchical model for decision-theoretic assistance Knowledge and Information Systems. 32: 329-349. DOI: 10.1007/S10115-011-0435-Z  0.354
2011 Mehta N, Ray S, Tadepalli P, Dietterich T. Automatic Discovery and Transfer of Task Hierarchies in Reinforcement Learning Ai Magazine. 32: 35. DOI: 10.1609/Aimag.V32I1.2342  0.57
2011 Fern A, Khardon R, Tadepalli P. The first learning track of the international planning competition Machine Learning. 84: 81-107. DOI: 10.1007/S10994-011-5234-Y  0.418
2008 Dietterich TG, Domingos P, Getoor L, Muggleton S, Tadepalli P. Structured machine learning: The next ten years Machine Learning. 73: 3-23. DOI: 10.1007/S10994-008-5079-1  0.371
2008 Blockeel H, Shavlik J, Tadepalli P. Guest editors’ introduction: special issue on inductive logic programming (ILP-2007) Machine Learning. 73: 1-2. DOI: 10.1007/S10994-008-5078-2  0.309
2008 Mehta N, Natarajan S, Tadepalli P, Fern A. Transfer in variable-reward hierarchical reinforcement learning Machine Learning. 73: 289-312. DOI: 10.1007/S10994-008-5061-Y  0.607
2008 Natarajan S, Tadepalli P, Dietterich TG, Fern A. Learning first-order probabilistic models with combining rules Annals of Mathematics and Artificial Intelligence. 54: 223-256. DOI: 10.1007/S10472-009-9138-5  0.434
2007 Bjarnason R, Tadepalli P, Fern A. Searching Solitaire In Real Time Icga Journal. 30: 131-142. DOI: 10.3233/Icg-2007-30302  0.343
1998 Tadepalli P, Russell S. Learning from Examples and Membership Queries with Structured Determinations Machine Learning. 32: 245-295. DOI: 10.1023/A:1007421315813  0.418
1998 Tadepalli P, Ok D. Model-based average reward reinforcement learning Artificial Intelligence. 100: 177-224. DOI: 10.1016/S0004-3702(98)00002-2  0.426
1996 Tadepalli P, Natarajan BK. A formal framework for speedup learning from problems and solutions Journal of Artificial Intelligence Research. 4: 445-475. DOI: 10.1613/Jair.154  0.427
1994 Mahadevan S, Tadepalli P. Quantifying Prior Determination Knowledge Using the PAC Learning Model Machine Learning. 17: 69-105. DOI: 10.1023/A:1022605018507  0.399
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