Important RGPV Question

 CSIT- 504 (B) Artificial Intelligence

V Sem, CSIT

UNIT 1- Meaning and definition of artificial intelligence

Q.1) Discuss the following search Technique with the help of an example. Also discuss the benefits and shortcoming of each.

i) Breadth First Search

ii) Depth First Search

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Q.2) What is A search? Explain various stages of A* search with an example.

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UNIT 2- Knowledge Representation, Problems in representing knowledge

Q.1) Represent the following statement in predicate logic: 

i) Marcus tried to assassinate Caesar.

ii) All Pompeian’s were Roman.

iii) All Romans were either loyal to Caesar or hated him.

iv) Everyone is loyal to someone.

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UNIT 3- Probabilistic reasoning, Baye’s theorem, semantic networks

Q.1) Explain conceptual dependency with an example and build up the conceptual dependency structures for the following sentences:

i) John pushed the cart.

ii) John took the book from Mary.

iii) While going home, I saw a frog

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Q.2) State Bayes Theorem explain with example.

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UNIT 4- Game playing techniques like minimax procedure

UNIT 5- Introduction to learning, Various techniques used in learning

Q.1) Define expert systems. Explain the architecture of expert systems in details with a neat Diagram with an example.

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EXTRA QUESTIONS-

Q.1) How to define a problem as State Space Search? Discuss it with the help of an example.

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Q.2) Explain briefly the difference between procedural and declaration knowledge.

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Q.3) Discuss the heuristic function. Explain how the heuristic function helps during search procedure. Explain with a suitable example.

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Q.4) What is explanation based learning? Explain in detail with an example.

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Q.5) What is a plausible-move generator? What is its role?

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Q.6) Write a short note on (Attempt any three): 

a) Various Technique used in Learning

b) NLP

c) Knowledge Representation

d) Frames

(RGPV Nov 2023)

— Best of Luck for Exam —