Generic techniques in artificial intelligence, Basic Computer Science

Generic Techniques Developed:

In  the  pursuit  of  solutions  to  many   problems  in  the  above  categories,  serval specific  techniques have sprung up which have been shown to be helpful for solving a range of problems (generally within the general problem category). These techniques are established sufficient now to have a name and provide at least a partial characterization of Artificial Intelligence. The following list is not intended to be complete, but rather to introduce some mechanism you will learn later in the course. Note that some of these overlap with the general techniques above.

        1) Forward/backward chaining (reasoning)

        2) Resolution theorem proving (reasoning)

        3) Alpha-Beta pruning (games)

        4)Case-based reasoning (expert systems)

        5)Knowledge elicitation (expert systems)

        6)Neural networks (learning)

        7)Bayesian methods (learning)

        8)Proof planning (reasoning)

        9)Constraint satisfaction (reasoning)
        10)Case-based reasoning (expert systems)

        11)Davis-Putnam method (reasoning)

12)Alpha-Beta pruning (games)

        13)Knowledge elicitation (expert systems)

        14)Minim ax search (games)

        '15)Neural networks (learning)

         16)Bayesian methods (learning)

         17) Explanation based (learning)

         18) Reinforcement (learning)

         19) Genetic programming (learning)

         20) Strips (planning)

         21) N-grams (NLP)

         22) Parsing (NLP)

         23) Behavior based (robotics)

         24) Cell decomposition (robotics)

         25) Genetic algorithms (learning)

Posted Date: 10/1/2012 8:49:03 AM | Location : United States

Related Discussions:- Generic techniques in artificial intelligence, Assignment Help, Ask Question on Generic techniques in artificial intelligence, Get Answer, Expert's Help, Generic techniques in artificial intelligence Discussions

Write discussion on Generic techniques in artificial intelligence
Your posts are moderated
Related Questions
Ask queswhat is the advanages of eeprom?

Artificial Intelligence-Environments   We have seen that intelligent agents should take into description sure information when   choosing  a rational act,  including inform

QUESTION (a) Compare the adapter pattern with the façade and decorator patterns. (b) Illustrate a two-way adapter pattern. (c) Describe 3 components of a pattern. (d)

Basic computer structure: A computer is an electronic device, which can accept and process data by carrying out a set of stored instructions in sequence. This sequence of math

In assembly language code lines have two fractions, the earliest one is the name of the instruction which is to be executed, and the next one are the parameters of the command. For

Question 1 Explain the following system design tools in detail System Flowcharts Decision tables Decision trees Organization charts Question 2 Write s

solve three given number in ascending order through algorithm

Suppose that of 100 computers checked for viruses 30 where infected and 70 where not. If we select 10 computers at random what is the probability that at most 4 of them are infecte

Question 1 . What is an array? Explain Question 2 . What do you mean by optional arguments? Describe Question 3 . Describe in brief about interfaces Question 4

Which applications require TCP and why? Also specify which applications require UDP and why? A4) TCP is also known as connection-oriented: setup required between client and server