Exploring autonomous driving based on general artificial intelligence
August 23, 2022 09:19 Source: "China Social Sciences", August 23, 2022, Issue 2476 Author: Liu Kai Jiamin

Artificial Intelligence has two different orientations: dedicated and universal,corresponding to special artificial intelligence and general artificial intelligence。The purpose of dedicated artificial intelligence is to solve specific problems through the default algorithm or training;,Cultivate various problems with the day after tomorrow。Just as "intelligence" as "calculation",Special artificial intelligence experts often regard autonomous driving as a pure technical problem,and try to achieve technical expansion in a modular way。

Future,L4 -L5 level self -driving under special artificial intelligence technology route,or the technical solution to the technical solution of "smart outsourcing" -not relying on strong bicycle intelligence,but more complicated、Precision upper coordination node。There are many hidden dangers in this approach。Advanced coordinated nodes are not only limited in covering,and the marginal cost and overall complexity of the traffic system,Lay the bicycle decision -making chain and decrease the decision participation。The consequences are,The systemic vulnerability of the intelligent road bet365 live casino games network itself will face the risk of being enlarged。In fact,Autonomous driving based on special artificial intelligence does not really face the "intelligent" problem,Instead, the intelligent (internal solution) of cycling (internal solution) is continuously passed on to seek external aid (external solution),That is, the vehicle itself is more responsible for asking questions instead of solving problems。to the end,Not the car becomes more adaptable,and often artificially transformed those uncomfortable places -this is still trapped "how many artificial artificial,How much intelligence is there in the curse。

GM artificial intelligence attempts to create can think、Emotional software system with cognitive functions,And think that intelligence is not omnipotent obody,The system needs to be continuously learned through the preset meta -ability in order to reach the practical level in a certain field。and,Even after reaching this level,Learning will not stop,Especially in the case of environmental changes。For general artificial intelligence,Congenital preset is a meta level learning ability,But the content of all learning is learned from the day after tomorrow。So,Autonomous driving based on Bet365 app download The general artificial intelligence system,It is essentially an education rather than a technical problem。

Bet365 app download The general artificial intelligence system does not preset any driving experience when it starts,Not to be designed for driving a car。General artificial intelligence system is similar to humans,The first step of growth is also to obtain direct physical experience of the body through its own perception of sports equipment。Train a robot and train a car to complete the autonomous driving task,There is no substantial difference for the general artificial intelligence system。Exactly assembly foot、Track or "organ" and other "organ",Just the "feeling" of the system,But it is not the same as "driving"。Whenever it can realize the independent movement of manned purpose,is autonomous driving。So,Autonomous driving based on general artificial intelligence,Unlimited equipment type、Carrying form and driving environment,This is also a driving in the general sense。

This versatility is reflected in the diversity of peripheral selection,On the other hand, it is reflected in the broadness and understanding of learning content behind driving。General artificial intelligence autonomous driving "algorithm",is to "raise" a common artificial intelligence machine "baby" from scratch。This machine "baby" has a initiative,Its action rely on its own accumulated historical experience,is a technical mode that depends on inwardly,instead of the centralized bet365 best casino games technical model that relies on outward。So,The "raise" process of Bet365 app download The general artificial intelligence system,There is no kind of external interference in special artificial intelligence。"Nourishing" specific technical means,Not a special artificial intelligence machine learning、Image recognition、Software technology such as optimization and solution,It is similar to educational means to human infants and young children。This particularity is contrary to people's common sense,It seems difficult to understand at first glance。Here,Take the perception movement as an example to compare the instructions。

First,The processing content of the dedicated artificial intelligence system can be an image、Similar data such as sound,It can also be a natural language、Abstract concepts such as knowledge,But you can do it with your educational and only from perception exercise experience。Because only this experience can it be directly landed in Bet365 app download The general artificial intelligence system。As for the idea of ​​preset "Ideological Steel Seal" to the general artificial intelligence system, all of them are words.,These abstract experiences have no base for standing。So,Even distance、speed、The first common sense of autonomous driving such as obstacles and even numbers,General artificial intelligence machine "Baby" did not know at the beginning。

Next,In the study and bet365 Play online games training phase of the special artificial intelligence system,Perception and exercise are usually separated。Image recognition does not require a camera avatars to "jump",and robot displacement is just the mechanical operation and optimization of the program setting。But,During the "raise" process of Bet365 app download The general artificial intelligence system,Perception and exercise cannot be divided,The two are not two types of different things,but the different aspects of the same type of things。Sports is the reason for changes in perception experience,Perception is the feedback of the results of the exercise,The two are interdependent、Absence of one indispensable。More importantly,Direct or indirect exercise,Perception can build the inner experience of the subject。Performing exercise signals is the most direct and indispensable experience,The significance comes from the inner mutual assignment。

Last,Autonomous driving based on general artificial intelligence is also our mirror,Being able to reflect the deeper truth about people。For example,GM's motion of the machine "Baby" of General Artificial Intelligence,Can be divided into two types: active exercise and passive exercise。Active movement control the wheel movement by the machine "baby",Passive motion is the wheel that is not moved by the external force (such as the car picked up the car) and the position of the car bet365 Play online games body is changed。Active movement is the engine of subjective experience,It is a collaboration with the sensor from the objective environment to experience the self -boundary of the self and distinguish the driving force of the main object,Therefore, it is important to the machine "baby"。Only experience such growth,Only in people and things、Self and others、Form more clear recognition between self and environment。On the other hand, humans itself,For those who cannot be effectively, people and things、Children with autism that distinguish between self and others,Pathological Revelation brought by autonomous driving based on general artificial intelligence,Or bringing new possibilities for the current autism biology。

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