Artificial intelligence-long term goals, Basic Computer Science

Assignment Help:

 

Simple Tasks to Accomplish

Once you've worried for why you're performing AI, what has inspired you and how you're going to approach the job, then you can initialize to think for what operation it is that you want to automate. AI is so often portrayed as a groupe of problem-solving methodes, but we think the relentless shoe-horning of intelligent tasks into one problem formulation or another is holding AI back. That said, we have examined a number of problem solving process in AI - most of which have been hinted at previously - which can be used as a characterization. The categories overlap a little bit because of the generality of the process. For  instance, planning could  be  found  in  many categories, as this is  a fundamental part of solving many types of problem.

 

 Simple Techniques Generated

In  the  pursuit  of  solutions  to  many  problems  in  the  above  categories,  many personal techniques have sprung up which have been shown to be useful for solving a domain of problems (often within the general problem category). These techniques are established sufficient now to have a name and given at least a partial characterisation of AI. The given list is not intended to be finshed, but rather to introduce some process you will study later in the course. See that some of those overlap in the general techniques above.

 

  • Forward/backward chaining (reasoning)
  • Resolution theorem proving (reasoning)
  • Proof planning (reasoning)
  • Constraint satisfaction (reasoning)
  • Davis-Putnam method (reasoning)
  • Minimax search (games)
  • Alpha-Beta pruning (games)
  • Case-based reasoning (expert systems)
  • Knowledge elicitation (expert systems)
  • Neural networks (learning)
  • Bayesian methods (learning)
  • Explanation based (learning)
  • Inductive logic programming
  • (learning)
  • Reinforcement (learning)
  • Genetic algorithms (learning)
  • Genetic programming
  • (learning)
  • Strips (planning)
  • N-grams (NLP)
  • Parsing (NLP)
  • Behavior based (robotics)
  • Cell decomposition (robotics)

 


Related Discussions:- Artificial intelligence-long term goals

Software Engineering, You are an engineer involved in the development of a ...

You are an engineer involved in the development of a financial system. During installation, you discover that this system will make a significant number of people redundant. The pe

Cai, What is CAI? Explain its pitfalls.

What is CAI? Explain its pitfalls.

Quiz for your learning activity, The development of your learning module is...

The development of your learning module is very time consuming, so it is recommended that you begin creating your learning module during this first week. Before you begin, download

Challenges in building information system, discuss the three major challeng...

discuss the three major challenges in building information system in an organization

Write short notes on joint fiction reserve, QUESTION (i) Write short no...

QUESTION (i) Write short notes on each of the following: a) Shelf reading b) Joint Fiction Reserve c) London and South-Eastern Library Region d) Document access

Second generation of computers, THE SECOND GENERATION (1956-1965) ...

THE SECOND GENERATION (1956-1965) This generation of computers were characterized by:     Considerable reduction in physical size     Increased reliability

Networking and telecommunications, NETWORKING AND TELECOMMUNICATIONS: ...

NETWORKING AND TELECOMMUNICATIONS: Computers can now communicate with each other and with a range of peripheral devices, over distances with increasing speed and reliability.

Write a long note on computer languages, Question 1 Explain the importan...

Question 1 Explain the importance of graphics in multimedia. What are few of the tips to keep in mind while using graphics for the web? Question 2 Write a long note on co

CAI, explain CAI pitfalls

explain CAI pitfalls

Subroutine , Subroutine :   A subroutine  is a type of subprogram, a pi...

Subroutine :   A subroutine  is a type of subprogram, a piece of code within a larger program that performs a specific task and is relatively independent of the remaining code.

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd