Utgoff, Paul E.

26 publications

MLJ 2004 Classification Using Phi-Machines and Constructive Function Approximation Doina Precup, Paul E. Utgoff

JMLR 2004 Randomized Variable Elimination David J. Stracuzzi, Paul E. Utgoff

NeCo 2002 Many-Layered Learning Paul E. Utgoff, David J. Stracuzzi

ICML 2002 Randomized Variable Elimination David J. Stracuzzi, Paul E. Utgoff

ICML 1999 Approximation via Value Unification Paul E. Utgoff, David J. Stracuzzi

ICML 1998 Classification Using Phi-Machines and Constructive Function Approximation Doina Precup, Paul E. Utgoff

MLJ 1997 Decision Tree Induction Based on Efficient Tree Restructuring Paul E. Utgoff, Neil C. Berkman, Jeffery A. Clouse

NeurIPS 1997 Learning to Schedule Straight-Line Code J. Eliot B. Moss, Paul E. Utgoff, John Cavazos, Doina Precup, Darko Stefanovic, Carla E. Brodley, David Scheeff

MLJ 1995 Multivariate Decision Trees Carla E. Brodley, Paul E. Utgoff

ICML 1994 An Improved Algorithm for Incremental Induction of Decision Trees Paul E. Utgoff

ICML 1992 A Teaching Method for Reinforcement Learning Jeffery A. Clouse, Paul E. Utgoff

ICML 1992 Automatic Feature Generation for Problem Solving Systems Tom Fawcett, Paul E. Utgoff

ICML 1991 A Hybrid Method for Feature Generation Tom Fawcett, Paul E. Utgoff

ICML 1991 A Transformational Approach to Constructive Induction James P. Callan, Paul E. Utgoff

AAAI 1991 Constructive Induction on Domain Information James P. Callan, Paul E. Utgoff

AAAI 1991 Two Kinds of Training Information for Evaluation Function Learning Paul E. Utgoff, Jeffrey A. Clouse

ICML 1990 An Incremental Method for Finding Multivariate Splits for Decision Trees Paul E. Utgoff, Carla E. Brodley

AAAI 1990 Explaining Temporal Differences to Create Useful Concepts for Evaluating States Richard C. Yee, Sharad Saxena, Paul E. Utgoff, Andrew G. Barto

ICML 1989 Improved Training via Incremental Learning Paul E. Utgoff

MLJ 1989 Incremental Induction of Decision Trees Paul E. Utgoff

ICML 1988 ID5: An Incremental ID3 Paul E. Utgoff

AAAI 1988 Perceptron Trees: A Case Study in Hybrid Concept Representations Paul E. Utgoff

AAAI 1987 Learning to Control a Dynamic Physical System Margaret E. Connell, Paul E. Utgoff

IJCAI 1983 Adjusting Bias in Concept Learning Paul E. Utgoff

AAAI 1982 Acquisition of Appropriate Bias for Inductive Concept Learning Paul E. Utgoff, Tom M. Mitchell

IJCAI 1981 Learning Problem-Solving Heuristics Through Practice Tom M. Mitchell, Paul E. Utgoff, Bernard Nudel, Ranan B. Banerji