论机器学习

On Machine Learning

机器学习是一门人工智能的科学,同时也是实现人工智能的一个重要途径。相应地,机器学习的研究目的有两个:一是用于提高机器人的性能;二是从数据库中发现新的知识。机器学习的研究队伍可以分为两个科学共同体:一个群体用于分类算法的改进;另一个群体主要进行从事计算学习理论的分析。

Machine learning is the important branch of Artificial Intelligence and is a scientific discipline concerned with the design and development of algorithms that allow computers to evolve behaviors based on empirical data.The research of machine learning has two purpose：or to improve the performance of robot,other is to discover the new knowledge from database.The scientific community of machine learning is divided tow group： one is to improve the algorithm of classification,the other is the computational learning theory.