上海龙凤1314

Report from Zhiyuan Xin

Editor: David

[Introduction to Zhiyuan Xin] It’s getting cold, so it’s better to read more good AI books! The latest AI book list of Institute of Automation, China Academy of Sciences, recommended by many experts!

The latest bullet in the recommendation list series of artificial intelligence of Institute of Automation, Chinese Academy of Sciences has arrived!

This book list covers many fields, such as medical robots and swarm intelligence. From classic basic works to interpretation of application scenarios, it takes you to explore the frontier of intelligence.

As the saying goes, it’s easy to read when it’s cool. In the cool autumn wind, abandon the hustle and bustle, read a good book and start the journey of AI knowledge!

Presenters of this issue: Liu Hongbin, Pu Zhiqiang, Zhao Dongbin and Wang Shuangyi.

01 Modern Robotics

Author: Kevin M. Lynch, Frank C. Park

Recommended words:

A good introductory robotics book, which covers basic knowledge of robot kinematics, dynamics, trajectory planning and force control algorithm. At the same time, the mathematical formula is deduced with the help of detailed picture examples, which is easy to read and understand. Suitable for beginners, and can continue to learn and consolidate in the follow-up scientific research practice.

Recommended by: Liu Hongbin, a researcher.

02 Pattern Recognition and Machine Learning

Author: Christopher M. Bishop

Recommended words:

Learning the classical machine learning and pattern recognition methods is the basis of studying advanced artificial intelligence algorithms. This classic book on the principles of pattern recognition and machine learning explains the statistical essence of classical models from the perspective of mathematical statistics, and can be used as the foundation and tool book of machine learning theory.

Recommended by: Liu Hongbin, a researcher.

03 Swarm Intelligence: From Nature to Artificial Systems

Authors: Eric Bonabeau, Marco Dorigo, Guy Theraulaz

Recommended words:

Written by three pioneers in the field of ant colony optimization algorithm and social biological behavior simulation.

The concept of "swarm intelligence" is very extensive. This book represents the current popular perspective of bottom-up bio-heuristic swarm intelligence. It introduces the behavior characteristics and algorithm models of various social insects in detail, which is helpful to master the basic concepts of swarm intelligence and provide detailed reference for algorithm simulation.

Recommended by: Researcher Pu Zhiqiang

04 Nonlinear Systems（3rd Edition）

By Hassan K. Khalil

Recommended words:

This paper introduces in detail the basic mathematical tools related to the analysis and synthesis of nonlinear systems, including system stability analysis, frequency domain analysis, singular perturbation, etc., especially gives the stability conclusions of various systems under different conditions, such as linear time-invariant/time-varying systems, nonlinear cascade systems, disturbance systems, etc., which is a very practical reference book in the field of control and decision-making.

Recommended by: Researcher Pu Zhiqiang

05 Complex Systems and Complex Networks

Authors: He Daren, Liu Zonghua, Wang Binghong,

Recommended words:

Hawking once said, "The 21st century is the century of complex science. This book systematically introduces the basic concepts related to complex systems, especially gives many interesting cases from the perspective of physics, which is very suitable for beginners to learn. At the same time, "complex network" has a natural connection with distributed optimization, multi-agent learning, swarm intelligence and other fields, which can provide interdisciplinary perspectives for research in related fields.

Recommended by: Researcher Pu Zhiqiang

06 World Outlook

By Richard Dewit, translated by Sun Tian.

Recommended words:

This book elaborates a series of basic propositions in the history of science and philosophy of science, including reasoning, truth, evidence, empirical facts and philosophical/conceptual facts, etc., and introduces the main development of the history of science in detail from Aristotle’s world outlook and Newton’s world outlook to relativity and quantum theory.

This book provides a very "grand" and "basic" perspective, and provides "back to basics" methodological guidance for students on how to choose research topics and how to prove/falsify. There are many translated versions of this book, both of which are good by Machinery Industry Press and Taiwan Province Summer Press.

Recommended by: Researcher Pu Zhiqiang

07 Reinforcement Learning: An Introduction

Authors: Richard S. Sutton, Andrew G. Barto

Recommended words:

Intensive study of the Bible, the first edition of which started in 1998, was updated to the second edition in 2020.

This book systematically tells about reinforcement learning, look-up table method (dobby slot machine, finite Markov decision process, dynamic programming, Monte Carlo method, time difference, N-step bootstrapping, planning and learning), function approximation method (same strategy prediction and control, different strategies, qualification trace, strategy gradient), and frontier problems (the frontier crossing psychology and neuroscience, typical application results of AlphaGo, and some frontier explorations).

The electronic version of this book can be downloaded online, and the webpage also provides lecture courseware, codes related to homework for reference, and so on. It is suggested to read and study repeatedly, and combine it with the programming and debugging of homework to deepen understanding.

Web page link:

Learn with David Silver’s out-of-print video of intensive study course in University College London, and the effect will be better.

Course video:

Recommended by: Researcher Zhao Dongbin

08 Medical Robot: A New Revolution in the Future of Industry

Authors: Wang Yu, Fan Yubo,

Recommended words:

With the rapid development of medical robot, it has gradually become the new power of medical business model. This book, as an introductory reading for industry segments, introduces the typical application scenarios of medical robots, combs the advanced enterprises at home and abroad and expounds the industry trends, so that readers can know the general situation and the whole picture of the medical robot industry in a short time.

Recommended by: Researcher Wang Shuangyi

09 AI+Medical Health: Application and Future of Intelligent Medical Health

Min Dong (editor-in-chief)

Wang Yu, Xu Yan and Fang Lin (ed.)

Recommended words:

Artificial intelligence has become an important direction for the development, transformation and upgrading of medical industry. This book introduces the main application scenarios of artificial intelligence in medical and health fields, analyzes the technical system, industrial ecology, business model, laws and ethics of AI+ medical and health, and expounds the specific application of artificial intelligence from the business aspects of image recognition, clinical decision-making, gene sequencing, health management, medical robots, biomedicine, etc.

Recommended by: Researcher Wang Shuangyi

Thanks to the teachers who recommended the wonderful book list, and welcome readers to leave messages to share more good books and share their reading experience!

Artificial intelligence technology has been widely used in various fields of production and life in China. While we are using intelligent technology, we are beginning to gradually realize the value and significance of intelligent trademarks, but at the same time, there are new risks that need the attention of enterprises. Therefore, how to avoid risks in trademark registration in time in the era of artificial intelligence has become a problem that everyone needs to pay attention to.

What impact does artificial intelligence have on trademark registration applications? At present, artificial intelligence technology has been applied in the fields of trademark rejection review and trademark objection review. However, due to the diversity of trademark application types, there are still many restrictions on the practical application of artificial intelligence in trademark application. With a large number of application types joining in artificial intelligence applications, and gradually covering the fields of finance, computer programs, advertising, etc., it will bring more new problems and challenges to trademarks, which will affect the examination results of trademark registration by Trademark Office.

At the same time, artificial intelligence also has certain risks to the trademark registration examination procedure. Artificial intelligence is a computer-based processing program, which processes, identifies and infers data through algorithms, and completes related actions and obtains corresponding results through certain algorithms. However, in the process of examination, the examination period of artificial intelligence trademark application is longer, because it takes a lot of time and energy in data processing, identification and reasoning in the process of trademark application. Secondly, the trademark application procedure of artificial intelligence includes preliminary examination announcement stage, registration announcement stage, etc., and different results may appear in each link of different stages.

In addition, the rejection rate of artificial intelligence trademarks is high. With the popularization of technology, the number of applications for artificial intelligence has exploded. Based on the existing data, it can be noted that except for a few categories such as computers and mobile phones, the rest are the results of the cancellation of registration after the trademark application has been revoked or declared invalid, especially the computer category, which accounts for almost all trademark applications.

So, faced with these risks and influences, what should we do to register smart trademarks in the era of artificial intelligence? First of all, enterprises have already had a certain degree of understanding of artificial intelligence technology, so on this basis, they have a certain awareness of the risks that may arise in the enterprises mentioned above, and can use trademark artificial intelligence to protect their products and services. At the same time, the characters, graphics, letters, numbers, three-dimensional signs, color combinations and sounds in smart trademarks are carefully searched and analyzed. Even if you apply for a registered trademark, you can avoid risks and prevent others from being registered first.

C language is a full-stack development language. If you can learn C language well, you can be competent in front-end, back-end, testing, big data analysis and so on.

I won’t repeat how hot C language is now. What are the functions of C language?

At present, as far as the development of C language is concerned, there are the following five main applications:

• Automated testing
• data analysis
• Network operation and maintenance
• Website development
• Automated operation and maintenance

Next, let’s talk about these aspects one by one:

C What job do you look for after language learning?

What is the prospect of C language? When you are learning this language, are you worried that you won’t find a satisfactory job in the future? In fact, in life, every time you study, you will eventually pass this skill and meet a job that suits you.

Automated testing.As long as it is related to automation, C language can play a huge advantage. At present, most workers who do automated testing need to learn C language to help improve testing efficiency. People who do automated testing know that knowing C language is two different things.

Data analysis.Besides, those who do data analysis also need to learn C language now. C language can improve the accuracy and speed of data capture more quickly, which is perfect for those who do data analysis. If you are still in the form stage, you can try to improve yourself.

Network operation and maintenance.Also: according to our understanding, it seems that there are not many operation and maintenance workers who don’t need C language now. As long as they are motivated and think about the future development, they are all trying to learn C language. Operation and maintenance should not ask why they should learn C language in the future. There is no reason.

Website development.There is also the best web direction, the biggest development direction. C language is very versatile, as long as you learn the technology well. Judging from the salary report and the salary data of various cities, C language engineers are well paid at present.

Website development.C language has powerful script processing function, and it has innate advantages in operating Linux system. Many cloud platforms and operation and maintenance monitoring and management tools are developed using C language, and the automatic operation and maintenance of C language reduces the workload of operation and maintenance engineers and improves the efficiency!

Artificial intelligence.Artificial Intelligence, abbreviated as AI. It is a new technological science that researches and develops theories, methods, technologies and application systems for simulating, extending and expanding human intelligence.

Artificial intelligence is a branch of computer science, which attempts to understand the essence of intelligence and produce a new intelligent machine that can respond in a similar way to human intelligence. The research in this field includes robotics, language recognition, image recognition, natural language processing and expert systems.

Since the birth of artificial intelligence, its theory and technology have become increasingly mature, and its application fields have been expanding. It can be imagined that the technological products brought by artificial intelligence in the future will be the "containers" of human intelligence, or may surpass human intelligence.

C language is becoming the language of machine learning. Most machine language courses are written in C language, and a large number of large companies also use C language, which makes many people think that it will be the main programming language in the future.

Finally, as a hot technology in today’s limelight, C language can "make great achievements" in various fields, and C language engineers are also highly paid and urgently needed talents in today’s era! If you want to enter this industry, but you can’t find the entrance door, Xiao Bian suggests that you first listen to the free trial class of Changguang Engineer Training Center and learn the technology for 5 days for free, so that you can get to know the technology and industry more quickly, without too much confusion and hesitation.

Recently, in order to promote the rapid recovery of Shanghai’s economy and provide consumers with higher quality takeaway services, Meituan takeaway and 500 high -quality supply brands, including 300 must -list the city’s must -order brands, and jointly linked by multi -category and multi -business formats In the form of a quality meal carnival in Shanghai. During the event, each person can receive a maximum of 1,000 yuan consumer coupons per day, allowing consumers to enjoy a affordable, delicious and rich quality meal.

Multi -category consumer coupons, catering brands are online, open high -quality carnival feast

From June 18th to July 3rd, users log in to the "Meituan Takeaway" or "Meituan" APP, search for "takeaway consumer coupons" to enter the event page. In the "Coupon Receive Zone", users can receive three quality food consumer coupons of "over 60 yuan minus 10 yuan", "over 80 yuan minus 15 yuan", "over 100 yuan minus 20 yuan"; in addition, users can still use the same page, which can also Receive different types of consumer vouchers such as category coupons, brand coupons, and quality daily life coupons, which can receive a maximum of 1,000 yuan per day. Among them, the popular coffee milk tea consumer coupons, "less than 25 yuan minus 7 yuan", "less than 40 yuan minus 20 yuan", "less than 99 yuan minus 30 yuan", the number is limited, first come first served.

It should be noted that the same user ID is limited to the same value consumption coupon. The coupons cannot be used, but it can be superimposed with other preferential activities of the platform or merchant.

In addition to the rich and diverse quality consumer coupons, Meituan takeaway also links Cai Lan’s snacks, Xiao Yang Shengzheng, Lao Shengchang, Red Armor, KFC, Starbucks, TIMS, Manner, Ruixing Coffee, Hi Tea and other high -quality brands. Bring a rich quality meal. The hot air’s raw fried buns, the delicious soup, the delicious flavor, the spicy and delicious crayfish, etc., can be sent to the user through the takeaway, with a variety of fancy milk tea and coffee, so that many Shanghai citizens who have been in home for a long time to live in their homes tolerate the forbearance I ca n’t hold the index finger, and I place an order to buy.

"Since I received a 80-15 consumer coupon on Meituan, I have been thinking about how to use it. As a result, the child said that I want to eat soup bags. Of course, the first choice for Lao Shengchang," Ms. Wu, who lives in Minhang District, Shanghai, opened Mei The group takeaway said, "Fresh meat soup bag, crab powder soup bag, shiitake mushroom snow bamboo shoot noodles, green onion grilled rows of egg noodles, plus refreshing small dishes, almost a family’s dinner is enough, very affordable"

The city’s must -order brand has joined, so you can enjoy high -quality takeaway without leaving the house

It is worth mentioning that 300 must -list brands in the city also participated in this quality meal carnival. This gang, Cantonese cuisine, Beijing cuisine, French cuisine, Japanese cuisine, Mexican cuisine, Brazilian cuisine and other domestic and foreign cuisine are available. Pujianghui and Jingxihui and other high -end catering are also among them. These high -quality brands are launched by the "Single Meal" of "Small Little Persons" characteristics of takeaway, allowing users to enjoy high -quality food products at more cost -effective prices, setting off a new climax of the upgrading of catering experience.

It is understood that Meituan takeaway in Shanghai’s first nationwide "city must -order list", according to the consumer takeaway dining experience, taste, evaluation, quality and other comprehensive dimensions, set up a batch of restaurants, and then well -known old chefs, chefs, and chefs, and chefs, and chefs, chefs, and chefs, and chefs, chefs, and chefs, and chefs, chefs, and chefs, and chefs, chefs, and chefs, and chefs, and chefs, chefs, and chefs, and chefs, and chefs, and chefs, chefs, and chefs, and chefs, and chefs, chefs, and chefs, and chefs, and chefs, and chefs, and chefs, chefs, and chefs, and chefs. Cooking cuisine master, gourmet enthusiasts and other local experts composed of local experts composed of compulsory list review committees. They are anonymous to try as an ordinary consumer. From the perspective of dishes taste, takeaway services, etc. The evaluation, eventually selected the most quality TOP300 catering brands in the local area.

Not only that, the "Cast City Must -Point List" has also greatly expanded the service scope and depth of quality meal and carnival through the design of "visibility" and the farthest city distribution service, which helps more users. You can enjoy high -quality cuisine throughout the city without leaving home.

With the introduction of the "Shanghai Municipality Accelerating Economic Recovery and Revitalizing Action Plan", the resumed market has become the top priority of the current stage of the catering industry. Jin Peihua, deputy secretary -general of the Shanghai Catering Culinary Industry Association, said that in the environment of Shanghai’s economic recovery and boost, Meituan takeaway launching a quality meal carnival will effectively boost the consumption confidence in Shanghai’s catering industry, drive and form new consumption hotspots, and form a new consumption hotspot. While stimulating the enthusiasm for consumption of Shanghai citizens, it has promoted the high -quality development of the Shanghai takeaway industry.