Key Problems and Solutions of the Application
of Artificial Intelligence Technology
Guangxia Zhou
(&)
Science and Technology on Information Systems Engineering Laboratory,
Nanjing 210007, China
zgx8086@163.com
Abstract. Google’s AlphaGo shocked the world by easily defeating Korean Go
player Lee Shi-shi, thus setting off a new upsurge of artificial intelligence
research and application. Currently, artificial intelligence technology is developing at a speed beyond imagination, and it has become the core and key to the
leap-forward development of every industry. However, application of artificial
intelligence technology also encounters many problems. Key problems of military application of artificial intelligence are analyzed emphatically, and solutions to those problems are introduced, as a reference to further research.
Keywords: Artificial intelligence technology Á Machine learning Á
Autonomous learning Á Deep learning
1 Introduction
In March 2016, AlphaGo, developed by DeepMind, a subsidiary of Google, shocked
the world by easily defeating Korean Go player Lee Shi-shi, thus setting off a new
upsurge of artificial intelligence (AI) research and application. AI technology is
developing at a speed beyond imagination, and it has become the core and key to
implement leap-forward development in every industry. The military, of course, is no
exception and has higher expectation. In military, AI is a revolutionary and enabling
technology capable of improving mission tasks from intelligence gathering to situation
predicting, decision-making and autonomous unmanned combat. Thus, world’s military powers have continuously strengthened their research and application of AI and
expect to seize the strategic commanding heights. However, compared with the civil
application, the application of AI in military has great particularity, such as the restraint
of war ethics. This paper does not discuss such issues, but only the related technical
problems of AI military application. These problems include data, security, credibility,
etc., which hinder the military application of AI technology. These problems must be
solved before AI technology can be widely used in the military. Through the analysis
of the exploration of AI military application at home and aboard, solutions to the above
problems are suggested, as a reference to further research.
© Springer Nature Singapore Pte Ltd. 2020
Q. Liang et al. (Eds.): Artificial Intelligence in China, LNEE 572, pp. 407–414, 2020.
https://doi.org/10.1007/978-981-15-0187-6_48
of Artificial Intelligence Technology
Guangxia Zhou
(&)
Science and Technology on Information Systems Engineering Laboratory,
Nanjing 210007, China
zgx8086@163.com
Abstract. Google’s AlphaGo shocked the world by easily defeating Korean Go
player Lee Shi-shi, thus setting off a new upsurge of artificial intelligence
research and application. Currently, artificial intelligence technology is developing at a speed beyond imagination, and it has become the core and key to the
leap-forward development of every industry. However, application of artificial
intelligence technology also encounters many problems. Key problems of military application of artificial intelligence are analyzed emphatically, and solutions to those problems are introduced, as a reference to further research.
Keywords: Artificial intelligence technology Á Machine learning Á
Autonomous learning Á Deep learning
1 Introduction
In March 2016, AlphaGo, developed by DeepMind, a subsidiary of Google, shocked
the world by easily defeating Korean Go player Lee Shi-shi, thus setting off a new
upsurge of artificial intelligence (AI) research and application. AI technology is
developing at a speed beyond imagination, and it has become the core and key to
implement leap-forward development in every industry. The military, of course, is no
exception and has higher expectation. In military, AI is a revolutionary and enabling
technology capable of improving mission tasks from intelligence gathering to situation
predicting, decision-making and autonomous unmanned combat. Thus, world’s military powers have continuously strengthened their research and application of AI and
expect to seize the strategic commanding heights. However, compared with the civil
application, the application of AI in military has great particularity, such as the restraint
of war ethics. This paper does not discuss such issues, but only the related technical
problems of AI military application. These problems include data, security, credibility,
etc., which hinder the military application of AI technology. These problems must be
solved before AI technology can be widely used in the military. Through the analysis
of the exploration of AI military application at home and aboard, solutions to the above
problems are suggested, as a reference to further research.
© Springer Nature Singapore Pte Ltd. 2020
Q. Liang et al. (Eds.): Artificial Intelligence in China, LNEE 572, pp. 407–414, 2020.
https://doi.org/10.1007/978-981-15-0187-6_48