To observe and understand the world like human beings , What kind of ability does a computer need ? In the Chinese Academy of engineering 、 Zheng Nanning, chairman of the China automation society, said , This is the basic question to be answered when developing a new generation of artificial intelligence .
11 month 6 solstice 8 Day at the 2020 During the China Automation Conference , Include 20 More than 100 experts in the industry, including more than academicians , around “ Intelligent manufacturing ”“ machine learning ”“ Smart city ” Hot topics such as , Looking forward to the frontier technology and future development of artificial intelligence .
“ Make the machine have the ability of common sense reasoning and object attribute recognition , We can make machines in a way ‘ Learn how to learn ’.” Zheng Nanning further explained , In many cases, human beings rely on common sense to judge the attributes or changes of things , Using less data can show intelligent behavior on a wide range of issues .
From driverless to unmanned factory , From robotic surgery to “ Brain-machine interface ”, Artificial intelligence is ushering in larger scale applications , It also faces new technical bottlenecks . How to improve the efficiency of autonomous learning 、 Reduction algorithm “ Black box ”, This is the field of basic research in recent years .
Many experts also said in the discussion that , For China's artificial intelligence industry , Not only should we actively embrace new basic technological breakthroughs , It is also urgent to improve the ability of self-reliance .
“ China's industry is becoming larger 、 High speed 、 Refine 、 Independent development , There is an urgent need for high-end large-scale programmable automation system .” Academician, Chinese academy of engineering 、 Sun Youxian, a professor at Zhejiang University, gave an example , Efforts should be made to develop a wide area collaborative high-end large-scale programmable automation system with completely independent intellectual property rights , And in the country's major projects and key infrastructure applications .
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