Concepedia

Tom Dietterich

TD

Statistics

Publications

12

Citations

4.5K

H-Index

10

Active since

1985

Affiliations

Oregon State University(Current)

Commonwealth Scientific and Industrial Research Organisation

University of Bahrain

Tom Dietterich is an author at Oregon State University specializing in computing, machine learning, and computer science.

Publications per year

1985–2017

12

Publications

12

Solving Multiclass Learning Problems via Error-Correcting Output Codes

Tom Dietterich, Ghulum Bakiri · Journal of Artificial Intelligence Research · 1995 · 2.7K citations · Full text

Computing, Computer Science, Algorithms +14

Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition

Tom Dietterich · Journal of Artificial Intelligence Research · 2000 · 1.4K citations · Full text

Business, Decision Sciences, Knowledge Representation +12

Learning Probabilistic Behavior Models in Real-Time Strategy Games

Ethan W. Dereszynski, Jesse Hostetler, Alan Fern et al. · Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment · 2011 · 80 citations · Full text

Computing, Computer Science, Strategy +15

Learning to Predict Sequences

Tom Dietterich, Ryszard S. Michalski · 1985 · 71 citations · Full text

Computing, Bioinformatics, Computer Science +12

Transfer Learning with an Ensemble of Background Tasks

Michael T. Rosenstein, Zvika Marx, Tom Dietterich et al. · Neural Information Processing Systems · 2005 · 68 citations

Computing, Computer Science, Computer Vision +10

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