Essay on "Artificial Intelligence"
Essay 6 pages (1554 words) Sources: 8 Style: APA
[EXCERPT] . . . .
Artificial IntelligenceMcCarthy (2007) states intelligence is "...the computational part of the ability to achieve goals in the world. Varying kinds and degrees of intelligence occur in people, many animals and some machines." (McCarthy, 2007) Artificial Intelligence often referred to as 'AI' is stated to be "...the science and engineering of making intelligent machines, especially intelligent computer programs. It is related to the similar task of using computers to understand human intelligence, but AI does not have to confine itself to methods that are biologically observable." (McCarthy, 2007) Arthur R. Jensen is stated by McCarthy to have stated of human intelligence the suggestion "...as a heuristic hypothesis' that all normal humans have the same intellectual mechanisms and that differences in intelligence are related to 'quantitative biochemical and physiological conditions. I see them as speed, short-term memory, and the ability to form accurate and retrievable long-term memories." (McCarthy, 2007) McCarthy states that this may or may not be true in regards to the intelligence of human beings however, "the situation in AI today is the reverse." (McCarthy, 2007) This is stated to be due to the speed, memory, and abilities of the computer programs in corresponding to the "intellectual mechanisms that program designers understand well enough to put in programs." (McCarthy, 2007)
I. CONCEPTION of NON-BIOLOGICAL INTELLIGENT MACHINE
The work of Alan Turing (1950) 'Computing Machinery and Intelligence' is stated to have examined and discussed conditions that would necessarily be considerations in the conception of an intelligent machine. Turing held
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II. GRAPHICAL METHODS for REPRESENTING CONCEPTUAL SYSTEMS
The first textbook on formal concept analysis was written by Jair Abe (2006) and is of the nature that makes the provision of a "systematic presentation of mathematical foundations and their relations to applications in computer science, especially in data analysis and knowledge processing." (Abe, 2006) Abe's work "presents graphical methods for representing conceptual systems that have proved themselves in communicating knowledge." (Abe, 2006) Abe states that theory and graphical representation are "closely coupled together." (Abe, 2006)
The work of Steels (2003) entitled: "Intelligence with Representation" relates that early cybernetics work has historically inspired 'behavior-based robotics" and that it "emphasizes that intelligence can be achieved without the kinds of representations common in symbolic AI systems. The paper argues that such representations might indeed not be needed for many aspects of sensory-motor intelligence but become a crucial issue when bootstrapping to higher levels of cognition. It proposes a scenario in the form of evolutionary language games by which embodied agents develop situated grounded representations adapted to their needs and the conventions emerging in the population." (Steels, 2003)
III. EMOTIONAL MECHANISM & EPISODIC LEARNING in a COGNITIVE AGENT
The work of Faghihi, et al. (2009) entitled: "How Emotional Mechanism Helps Episodic Learning in a Cognitive Agent" reports having proposed the CTS (Conscious Tutoring System) technology, a biologically plausible cognitive agent based on human brain functions. This agent is capable of learning and remembering events and any related information such as corresponding procedures, stimuli and their emotional valences." (Faghihi, et al., 2009)
Faghihi et al. (2009) states additionally that the proposed "...episodic memory and episodic learning mechanism are closer to the current multiple-trace theory in neuroscience, because they are inspired by it contrary to other mechanisms that are incorporated in cognitive agents. This is because in our model emotions play a role in the encoding and remembering of events. This allows the agent to improve its behavior by remembering previously selected behaviors which are influenced by its emotional mechanism. Moreover, the architecture incorporates a realistic memory consolidation process based on a data mining algorithm." (Faghihi, et al., 2009)
IV. APPLICATIONS of AI
Applications of Artificial Intelligence include those as follows:
game playing;
speech recognition;
understanding natural language;
expert systems' and heuristic classification. (McCarthy, 2007)
V. REALITY of ROBOTIC PROGRAMMING - REAL-LIFE APPLICATIONS & USE
The work entitled: "Robotic Programming: A Practical Guide to Behavior-Based Robotics" disseminates the necessary skills for robot programming and effectively "deconstructs robot control into simple and distinct behaviors that are easy to program and debug for inexpensive microcontrollers with little memory." (nd) Applications include:
1) Demonstration of a system that integrates explanation, code examples and exercises using an online robot simulator;
2) Demonstrates programming for mobile robots;
3) Provides the tools to combine multiple sensors;
4) Demonstrates how to develop new robot behaviors by manipulating old ones and making adjustment to parameters in programming;
5) Provides examples of programming for object-seeking; object-avoidance; decision-making, etc.;
6) Leads to advanced strategies for design of behavior-based systems from scratch;
7) Introduces behavior-based programming historically and theoretically; and 8) Requires no background in programming or robotics. (Robotics and Artificial Intelligence, (RIA); nd)
Today's Artificial Intelligence programs and robots are becoming increasingly more diverse and include such advances as:
1) linking mobile robot performances with the environment using system maps as reported in the work of Held, Lampe, and Chatila (nd).
2) Another example is reported in the work of Menezes, Lerasle, and Dias (nd) 'Data Fusion for 3D Gestures Tracking Using a Camera Mounted on Robot."
3) the study of Pettre, et al. (nd) relates robotic capabilities in crowd navigation, scalable simulation and rendering' and the list goes on of the capabilities that are being designed into robots both in the present and projected designs for the future; and 4) Present initiatives include attempts to synthesize and model human locomotion using system identification such as the study of Suleiman, Monin and Laumond (nd) as well as programming that is specifically for robotic service provided to individuals in a sitting position and in the context of the robot helping or assisting the human. (Robotics and Artificial Intelligence, (RIA); nd)
VI. DISCUSSION & CONCLUSION
The possibilities presented by today's robotic designs and applications are endless it is certain. For example in the health care field there is an incredible shortage of qualified professional nursing staff however, should a robot be successfully designed with the capacity of remembering details of conversations with patients and with the coordination and intelligence, although 'artificial intelligence' that allows for distributing medications and other various treatment regimens then the solution of the nursing crisis might well be just around the very next corner in the chronology of nursing and health care provision. The truth is that the mundane and simplistic tasks that robots could be programmed to perform would free up the human intelligence and enable a more effective and efficient process no matter what the field of study. The applications to which robotic programming might be applied include: (1) teaching/tutoring; (2) lecturing/speeches; (3) inoculations/nursing assistance; (4) applications, registration and intake; (5) interviews and questionnaires; and (6) warfare, battle in both defensive and offensive tactics; as well as many other diverse and varied processes that are required throughout the world.
This list is by no means exhaustive however, this small listing serves to demonstrate the diversity of the processes that robotic programs and applications might be responsible for as robotic programming advances and becomes more perfected. While there are individuals who have great fears concerning the use of 'intelligent machines' the artificial intelligence applications allow for the human element in the health care and other fields enable these human workers to focus… READ MORE
Quoted Instructions for "Artificial Intelligence" Assignment:
The paper will be at least 1,250 words in length. APA formatting must be used, along
with proper citations in APA format. At least seven (7) reputable sources will be cited, and at least three
(3) of those will be nonÂ]electronic, print sources. The citation of online encyclopedias, such as Wikipedia,
is prohibited; although other reputable online sources, such as homepages of software or hardware
manufacturers, are fine and will probably prove useful for very current information, as long the
appropriate citations are included. *****
How to Reference "Artificial Intelligence" Essay in a Bibliography
“Artificial Intelligence.” A1-TermPaper.com, 2009, https://www.a1-termpaper.com/topics/essay/artificial-intelligence-mccarthy-2007/9351489. Accessed 3 Jul 2024.
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