3 Motivation and Background
نویسنده
چکیده
Neuroevolution is a method for modifying neural network weights, topologies, or ensembles in order to learn a specific task. Evolutionary computation is used to search for network parameters that maximize a fitness function that measures performance in the task. Compared to other neural network learning methods, neuroevolution is highly general, allowing learning without explicit targets, with nondifferentiable activation functions, and with recurrent networks. It can also be combined with standard neural network learning to e.g. model biological adaptation. Neuroevolution can also be seen as a policy search method for reinforcementlearning problems, where it is well suited to continuous domains and to domains where the state is only partially observable.
منابع مشابه
The Role of Self-Efficacy in the Relationship between Classroom Climate and Students\' Educational Motivation
Background: "motivation" is an influential factor in the learning process, whose absence can prevent the learner from learning. Motivation affects both new learning and performance, skills, strategies, and pre-learned behaviors. "Educational motivation" is an essential aspect of education and the learning process. Educational motivation is generally referred to as the desires, needs, and factor...
متن کاملMotivation, amount of interaction, length of residence, and ESL learners’ pragmatic competence
This study examined how motivation for learning English, the amount of contact with English, and length of residence in the target language area affects Korean graduate students’ English pragmatic skills. The study attempted to account for differential pragmatic development among 50 graduate-level Korean students in relation to individual factors mentioned above. The data were...
متن کاملEffective Factors in Job Motivation of Faculty Members in Shahid Sadoughi University of Medical Sciences: an Application of Herzberg’s Motivation Theory
Introduction: Motivation of faculties is a key factor for quality of research and education of every nation. Lack of motivation and job satisfaction as a result, may threat physical and mental health of faculties and their quality of life and consequently impede professional achievements. Herzberg's expression motivation model evaluates two domains motivation and mental hygiene. This study aime...
متن کاملEvaluation of Structural Equation Model for Explaining Academic Motivation of Students Based on Emotion Regulation with the Mediating Role of Academic Self-Efficacy
Background: Academic motivation in students is one of the essential factors for academic achievement and growth of societies, which emphasizes the importance of examining academic motivation correlations. Therefore, this research aimed to evaluate the structural equation model of explaining academic motivation in students based on emotion regulation with the mediating role of academic self-effi...
متن کاملMediating Role of Work Ethics (Value Tendency to Work) in Relationship between Psychological Maturity & Job Motivation
Background: The importance of promoting job motivation in the workplace has led to the study of factors affecting it. Employeeschr('39') psychological maturity has received less attention as an important factor. On the other hand, work ethics or value tendency to work is a very important factor that is examined in this study as a mediator. Therefore, the purpose of this study is to investigate ...
متن کاملRelationship between Designing Computer-based Educational Games, and Learning Motivation among Elementary Students
Background: Motivation is an important factor in learning. Educational games increase the learning motivation and understanding of students by creating a sense of joy, satisfaction and involvement. However, it is necessary to incorporate learning elements into the games, differently. In this study, the researcher tried to provide a model for designing educational games and determining its relat...
متن کامل