Important RGPV Question, CSIT- 504, (B) Artificial Intelligence, V Sem, CSIT

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

(RGPV Nov 2023)

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

(RGPV Nov 2023)

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.

(RGPV Nov 2023)

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

(RGPV Nov 2023)

Q.2) State Bayes Theorem explain with example.

(RGPV Nov 2023)

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.

(RGPV Nov 2023)

EXTRA QUESTIONS-

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

(RGPV Nov 2023)

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

(RGPV Nov 2023)

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

(RGPV Nov 2023)

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

(RGPV Nov 2023)

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

(RGPV Nov 2023)

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 —