Formal language identification: query learning vs. Gold-style learning
نویسندگان
چکیده
منابع مشابه
Formal language identification: query learning vs. Gold-style learning
A natural approach towards powerful machine learning systems is to enable options for additional machine/user interactions, for instance by allowing the system to ask queries about the concept to be learned. This motivates the development and analysis of adequate formal learning models. In the present paper, we investigate two different types of query learning models in the context of learning ...
متن کاملRelations between Gold-style learning and query learning
Different formal learning models address different aspects of human learning. Below we compare Gold-style learning—modelling learning as a limiting process in which the learner may change its mind arbitrarily often before converging to a correct hypothesis—to learning via queries—modelling learning as a one-shot process in which the learner is required to identify the target concept with just o...
متن کاملComparison of Query Learning and Gold-Style Learning in Dependence of the Hypothesis Space
Different formal learning models address different aspects of learning. Below we compare learning via queries—interpreting learning as a one-shot process in which the learner is required to identify the target concept with just one hypothesis—to Gold-style learning—interpreting learning as a limiting process in which the learner may change its mind arbitrarily often before converging to a corre...
متن کاملexploring senior high-school iranian students’ dominant learning style preferences in learning english: how are “good language learners” different from the majority?
چکیده بسیاری از محققان جنبه های مختلفی از سبک های یادگیری را مورد بررسی قرار داده اند. با این وجود، مطالعات بسیار کمی تعاملات بین مفاهیم سبک های یادگیری و " زبان آموزان خوب" " را در مورد توجه قرار داده است. بدین دلیل، هدف کلی این مطالعه بررسی ترجیحات سبکهای یادگیری غالب در دانش آموزان دبیرستانی ایران، و مقایسه آن با ترجیحات سبکهای یادگیری غالب " زبان آموزان خوب" می باشد. با این هدف ، پرسشنامه ...
Learning and Using Formal Language
Regular expressions are a convenient and simple notation for expressing the members of a regular language. This simplicity enables regular expressions to serve as models of more complex context-free programming languages. To examine techniques in teaching programming, we exposed first year students with no knowledge of regular expressions to two tasks. The tasks asked participants to identify o...
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ژورنال
عنوان ژورنال: Information Processing Letters
سال: 2004
ISSN: 0020-0190
DOI: 10.1016/j.ipl.2004.05.010