Generalization and/or specialization of code fragments is described, for example, as part of a tool for software developers. In an embodiment, a developer inserts natural language expressing a programming task into code he or she is developing in an integrated development environment; a program ...
This kind of generalization (specialization, respectively) is called the inner generalization (specialization). This paper discusses the inner generalization and the inner specialization. Their merits are shown by using examples. 展开 关键词: Specialization generalization semantic inner data model graph ...
Generalization and Specialization in Reinforcement Learning W. Josemans. Generalization in Reinforcement Learning. PhD thesis, University of Amsterdam, 2009.Richard S. Sutton. Generalization in reinforcement learning: Successful examples using sparse coarse coding. In Advances in Neural Information ... S ...
The essential relationships between objects include: association, generalization, specialization, aggregation, dependency and composition. In this article we would discuss dependency and inheritance relationships in OOP with code examples in C# to illustrate the concepts. Dependency A dependency is a ...
Help support Wordnik (and make this page ad-free) by adopting the word generalization. Examples (The only recent exception to this generalization is the brilliantly crafted pending 'clean energy' subsidies case brought by the United Steelworkers.) Leo Hindery, Jr.: China's Latest Power Plays...
An important component of online program specialization is the termination strategy. In this paper we show that such a representation has the great advantage of simplifying generalization of multiply encoded data. After developing and formalizing the basic metaprogramming concepts, we extend two basic ...
E. Kell and Nancy Kanwisher. Glossary Functional SpecializationGeneralization Generalizing From a Few Examples: A Survey on Few-shot Learning by Yaqing Wang, Quanming Yao, James T. Kwok and Lionel M. Ni and Multi-task Generalization Using Practice for Distributed Deep Reinforcement Learning by Up...
Generalization uses a “is-a” relationship from a specialization to the generalization class. Common structure and behaviour are used from the specializtion to the generalized class. At a very broader level you can understand this as inheritance. Why I take the term inheritance is, you can r...
But the pride I might have held in my conclusions was perceptibly lessened by the fact that I knew that the solution of these problems had almost always come to me as the gradual generalization of favorable examples, by a series of fortunate conjectures, after many errors. I am fain to ...
Hypothesis, h 1 , is more general than or equal to h 2 , if h 1 covers at least as many examples as h 2 (Mitchell, 1997 ). That is, h 1 ≥ h 2 if and onlyif $$ (forall x)[{h}_{1}(x) rightarrow {h}_{2}(x)]$$ A hypothesis, h 1 , is strictly more general ...