What the Lottery Paradox Tells Us About Default Reasoning

نویسنده

  • David Poole
چکیده

In this paper I argue that we do not under stand the process of default reasoning A number of examples are given which serve to distinguish di erent default reasoning sys tems It is shown that if we do not make our assumptions explicit we get into trouble with disjunctive knowledge and if we make our assumptions explicit we run foul of the lottery paradox None of the current popular default reasoning systems work on all of the examples It is argued that the lottery para dox does arise in default reasoning and can cause problems It is also shown that some of the intuitively plausible requirements for default reasoning are incompatible How dif ferent systems cope with this is discussed

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

The Effect of Knowledge on Belief: Conditioning, Specificity and the Lottery Paradox in Default Reasoning

How should what one knows about an individual a ect default conclusions about that individual This paper contrasts two views of knowledge in default reasoning systems The rst is the traditional view that one knows the logical consequences of one s knowledge base It is shown how under this interpretation having to know an excep tion is too strong for default reasoning It is argued that we need t...

متن کامل

Limitations of Skeptical Default Reasoning

Poole has shown that nonmonotonic logics do not handle the lottery paradox correctly. In this paper we will show that Pollock's the­ ory of defeasible reasoning fails for the same reason: defeasible reasoning is incompatible with the skeptical notion of derivability.

متن کامل

Artificial Intelligence Justification and defeat

This paper exhibits some problematic cases of defeasible or nonmonotonic reasoning that tend to be handled incorrectly by all of the theories of defeasible and nonmonotonic reasoning in the current literature. The paper focuses particularly on default logic, circumscription, and the author's own argument-based approach to defeasible reasoning. A proposal is made for how to deal with these probl...

متن کامل

Justification and Defeat

This paper exhibits some problematic cases of defeasible or nonmonotonic reasoning that tend to be handled incorrectly by all of the theories of defeasible and nonmonotonic reasoning in the current literature. The paper focuses particularly on default logic, circumscription, and the author’s own argument-based approach to defeasible reasoning. A proposal is made for how to deal with these probl...

متن کامل

A Pragmatic Bayesian Acceptance Theory

Bayesian approaches to reasoning under uncertainty have gained substantially in popularity recently, due to the efforts of AI researchers and statisticians to find tractable means of probability propagation in restricted domains, namely those properly described by causal (Bayesian) networks (cf. Pearl 1988 and Neapolitan 1990). Most Bayesians are satisfied with such an approach to automating Ba...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 1989