منابع مشابه
Adaptive Probabilistic Policy Reuse
Transfer algorithms allow the use of knowledge previously learned on related tasks to speed-up learning of the current task. Recently, many complex reinforcement learning problems have been successfully solved by efficient transfer learners. However, most of these algorithms suffer from a severe flaw: they are implicitly tuned to transfer knowledge between tasks having a given degree of similar...
متن کاملOn Data-reuse Adaptive Algorithms
Adaptive filters play an important role in signal processing and several different categories appear in the literature. In this paper, we discuss a class of adaptive algorithms called data-reuse. The hope of a data-reuse adaptive algorithm is to improve the convergence rate of the initial algorithm. We show, in particular, that the so-called block exact normalized LMS is a block version of the ...
متن کاملReuse of Adaptive Software through Opportunistic Parameterization
The paper introduces opportunistic parameterization as a new way for class structure reuse in object-oriented environments. We suggest incremental construction of parameterized classes using class structure constraints. That is, at any time in the life cycle of a class structure, it can be declared that the class structure or a part of it will be parameterized and what the parameters would be. ...
متن کاملAdaptive Reuse: Energy Efficiency and Sustainability Measures
Adaptive reuse offers significant opportunities for energy efficiency and sustainability in the built environment. Design of energy-efficient and high-performance adaptive reuse requires that building performance and simulations tools are used and integrated with the design process. The objectives of this research is to provide building researchers and practitioners with a better understanding ...
متن کاملAn Active and Adaptive Reuse Repository System
Although software reuse repository systems have been an active research area for more than a decade, one important aspect has not been given enough attention: If software developers make no attempt to reuse, repository systems offer no help and reuse will not happen. Active information delivery, which presents information without being given explicit queries can motivate software developers to ...
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ژورنال
عنوان ژورنال: Oz
سال: 1989
ISSN: 0888-7802
DOI: 10.4148/0888-7802.1187