SPPU Electronics and Telecom Engineering (Semester 7)
Artificial Intelligence
December 2016
Total marks: --
Total time: --
INSTRUCTIONS
(1) Assume appropriate data and state your reasons
(2) Marks are given to the right of every question
(3) Draw neat diagrams wherever necessary


Solve any one question from Q.1(a,b,c) & Q.2(a,b,c)
1(a) Give any three examples of agent types and their PAGE descriptions.
6 M
1(b) Define purning. Explain alpha beta purning with its effectiveness.
8 M
1(c) Explain backward chaining algorithms with suitable example.
6 M

2(a) Explain different uninformed searching stratgies with respect to different parameters.
6 M
2(b) Explain back tracking search and local search of CSP with algorithm.
8 M
2(c) What is knowledge enginnering? Explain knowledge enginerring Vs. Programming.
6 M

Solve any one question from Q.3(a,b) & Q.4(a,b)
3(a) What is reinforcement learning? Explain passive & active reinforcement learning in details.
10 M
3(b) How performance of learning algorithm is assessed?
8 M

4(a) What are the different learning method? Explain any one in detail.
10 M
4(b) Explain statistical learning methods with example.
8 M

Solve any one question from Q.5(a,b) & Q.6(a,b)
5(a) Explain expert system constituents with an example of "Medical Diagnosis System".
8 M
5(b) Explain Perception confined to Vision and Speech recognition.
8 M

6(a) Explain Waltz algorithm with example. What are its limitations?
8 M
6(b) Give detailed architecture of Expert system.
8 M

Solve any one question from Q.7(a,b) & Q.8(a,b)
7(a) What is Natural Language Understanding? Explain it detail.
8 M
7(b) Explain the Syntactic analysis with suitable Example.
8 M

8(a) Explain in details "Probabilistic language models".
8 M
8(b) Explain the Semantic interpretation with suitable example.
8 M



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