Example of the horizon problem, Computer Engineering

Assignment Help:

Example of the horizon problem:

It is also worth bearing in mind the horizon problem, however a game-playing agent cannot see much far satisfactory into the search space. Now if we take an example of the horizon problem given in Russell and Norvig is a case of promoting a pawn to a queen in chess. In the board state we notice, it is ordinary they can present, this can be forestalled for a optimistic number of moves. However, to just with a cutoff search at a certain depth, this is almost inevitability cannot be noticed until it too late. Now it is likely that there the agent trying to forestall the move on this would have been improved off doing something else with the moves it had offered. 

In the card game example above, game states are collections of cards, now then a possible evaluation function would be to add up the card values and take which is, if it was an even number, but score it as zero if the sum is an odd number. So then this type of evaluation function matches exactly with the authentic scores in goal states, where it is considered like not a good idea. Imagine the cards dealt were: 10, 3, 7 and 9. But if player one was forced to cutoff the search after only the first card choice in alternative, so after then the cards would score: 10, 0, 0 and 0 respectively. Just because player one would choose card 10, which would be disastrous, as in this will inevitably lead to player one losing such game by atleast twelve points. However if we scale the game up to choosing cards from 40 rather than 4, we can diagnose that if there a very sophisticated heuristic involving the cards vanished unchosen would be a best idea.


Related Discussions:- Example of the horizon problem

What are the various components in sequence diagrams, ? Actor: Actor shows ...

? Actor: Actor shows an external user / end user who interact with the system. ? Object: Object is shown by one of components of the system. ? Unit: A unit is a subsystem, o

Which one logic gate can generate any logic function, A universal logic gat...

A universal logic gate is one, which can be used to generate any logic function.  Which one is a universal logic gate? Ans. NAND gate is a universal logic gate; it can generate

Explain the term step-wise refinement, Explain the term step-wise refinemen...

Explain the term step-wise refinement. Ans:  Step Wise Refinement  Refinement is a method of elaboration. Here one starts with a statement of function that is described a

Use of large register file, Generally the register storage is faster than c...

Generally the register storage is faster than cache andmain memory. Also register addressing uses much shorter addresses than addresses for cache and main memory. Though the number

What are the central interfaces of the r/3 system, What are the central int...

What are the central interfaces of the R/3 system? There are three central interfaces:- Presentation Interface. Database Interface. Operating system Interface.

Determine the octal equivalent of decimal number, The octal equivalent of (...

The octal equivalent of (247) 10 is ? Ans. (247) 10 = (367) 8

Blocking and non-blocking network, Blocking and Non-Blocking network In...

Blocking and Non-Blocking network In non-blocking networks the route from any free input node to any free output node can always be offered. Crossbar is an best example of non-

Classification of pipeline processors, Classification of Pipeline Processor...

Classification of Pipeline Processors In this part, we explain various types of pipelining that can be useful in computer operations. These types depend on the following factor

What is branch prediction logic, What is Branch prediction logic Bran...

What is Branch prediction logic Branch prediction logic in Pentium: Pentium microprocessor uses branch prediction logic to decrease the time needed for a branch caused by in

Important part of process - canonical genetic algorithm, Important part of ...

Important part of Process - canonical genetic algorithm: In such a scenario evolution or random mutations are often highly deleterious or can say harmful to the organism it me

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