Tom Dietterich

Solving Multiclass Learning Problems via Error-Correcting Output Codes

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

Artificial Intelligence, Mathematical Programming, Engineering +17

Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition

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

Artificial Intelligence, Engineering, Machine Learning +14

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

Artificial Intelligence, Game Ai, Engineering +20

Learning to Predict Sequences

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

Sequence Modelling, Engineering, Machine Learning +9

Transfer Learning with an Ensemble of Background Tasks

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

Machine Vision, Machine Learning, Background Tasks +7