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

Cad cam, Define explicit, implicit and parametric representation and what a...

Define explicit, implicit and parametric representation and what are their advantages?

Optical mark recognition, Optical Mark Recognition (OMR): OMR is the s...

Optical Mark Recognition (OMR): OMR is the scanning of paper to detect the presence or absence of a mark in a predetermined position. Now days, it is used as an input device f

Explain the concept of knowledge discovery in database, Question 1 Explain...

Question 1 Explain the concept of knowledge discovery in database Question 2 Discuss the following types of Multidimensional Data Models                    Stars, Snowflakes and

Briefly explain main parts of the camera, Question 1 Briefly explain main ...

Question 1 Briefly explain main parts of the Camera Question 2 Write a note on: Ripple Edit Tool, Rate Stretch Tool & Track Selection Tool Question 3 What is Pixel

Logic and arithmetic functions, The instructions of the logic functions are...

The instructions of the logic functions are: and not, or and xor. These act on the bits of their operators. To make sure the result of the operations we revolve to the cmp and test

Coaxial cables, Coaxial Cables: Another metallic transmission medium w...

Coaxial Cables: Another metallic transmission medium which offers a large bandwidth, is the coaxial cable. Such cables consist of an outer protective shell made of copper tube

Problem solving using a computer, PROBLEM SOLVING USING A COMPUTER The ...

PROBLEM SOLVING USING A COMPUTER The following steps are required for solving a problem using a computer system:     Problem Definition     Program Planning (Preparati

CAI, What is CAI? Explain its pitfalls

What is CAI? Explain its pitfalls

What are the Proposals for Achieving Mutual Exclusion?, Proposal a) Disabli...

Proposal a) Disabling Interrupts (Hardware Solution) • Every process disables all interrupts just after entering in its critical section and re-enables all interrupts just previous

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