EL: An Evaluation Function Learner That Constructs Its Own Features TITLE2:

  • Authors:

  • P. E. Utgoff

  • Affiliations:

  • -

  • Venue:
  • EL: An Evaluation Function Learner That Constructs Its Own Features TITLE2:
  • Year:
  • 1996

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Abstract

The ELF algorithm learns an evaluation function that maps an object that is described by a conjunction of discrete variables to a real value. This is accomplished by simultaneously constructing binary features and adjusting a real-valued weight for each of the constructed features. The algorithm determines how many features it needs and what they should be in a deterministic manner.