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

Unix, Shell Scriptiong

Shell Scriptiong

Elements of cpu, ELEMENTS OF CPU: The CPU is a complex IC chip having ...

ELEMENTS OF CPU: The CPU is a complex IC chip having millions of transistors. As mentioned earlier, a CPU has three major identifiable parts: Control Unit (CU), Arithmetic & l

C++, You are to code a C++ program that will read the file IntList into an ...

You are to code a C++ program that will read the file IntList into an integer array. There are no more than 20 integers in the file. After all of the data is read into the file,

Input/output (i/o) unit, Input/output (I/o) unit: This unit provides th...

Input/output (I/o) unit: This unit provides the interface between the computer and the computer peripherals. A computer peripheral is any unit, which is attached to, but is no

Impact printers and non - impact printers, Impact Printers and non - Impact...

Impact Printers and non - Impact Printers: Impact Printers: These are printers in which the print-head strikes a ribbon, and include the daisywheel and thimble printer

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

Multi-valued attribute dbms, Multi-valued Attribute DBMS Each multi valued ...

Multi-valued Attribute DBMS Each multi valued attribute maps into a separate table. Include also an attribute for the primary key of the entity and relationship type which the attr

List two i/o virtualization methods, Question 1 List two I/O virtualizatio...

Question 1 List two I/O virtualization methods. Based on different features compare these two methods Question 2 Discuss three areas considered by organizations to secure the

Memory of computer, Memory : Computers store information internally as wel...

Memory : Computers store information internally as well as externally. Linked to CPU is an internal memory unit where all the instructions and data are stored. It contains the

If staement, if statement with explanation

if statement with explanation

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