Titlebook: Learning and Reasoning with Complex Representations; PRICAI‘96 Workshops Grigoris Antoniou,Aditya K. Ghose,Miros?aw Truszcz Conference pro

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Approximate validity,We discuss the nature of argument. We look more closely at the two main forms of nonmonotonic inference. We present a simple semantics for them, due to Teng. We show how this natural semantics leads to a characterization of approximate validity in terms of sets of models. Various of Lifschitz‘s benchmarks are discussed in this framework.

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Inductive theories from equational systems,We present a procedure for generating inductive theories from systems of equational data. An analysis of the consistency of the resulting conjectures is used to generate experiments and to select between competing theories. An application to a blocks world is given.

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