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We describe a reinforcement learning system that transfers skills from a previously learned source task to a related target task. The system uses inductive logic programming to analyze experience in the source task, and transfers rules for when to take actions. The target task learner accepts these rules through an advice-taking algorithm, which allows learners to benefit from outside guidance ...
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ژورنال
عنوان ژورنال: The Journal of the Society for Art and Science
سال: 2003
ISSN: 1347-2267
DOI: 10.3756/artsci.2.156