QUESTION BANK of ALL FIVE UNITS

brewerobstructionAI and Robotics

Nov 7, 2013 (3 years and 9 months ago)

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QUESTION BANK of ALL FIVE UNITS



1.

Parametric Estimation Techniques

2.

Agent

program and types agents program.

3.

Role

of Artificial Intelligence in natural language processing.

4.

Breadth

first search technique. Show that it is complete and optimal for unit step costs.

5.

Hill climbing Search

6.

Describe A* search strategy. Prove that A* is complete and optimal?

7.

artificial intelligence definitions

8.

Bayesian Networks. How the Bayesian Networks are

the powerful representation for
uncertain knowledge?

9.

Role

of Hidden Markov Model (HMM) in probabilistic reasoning. Illustrate how HMMs
are used for speech recognition?

10.

Understand

by supervised and unsupervised learning? List some of the techniques used
fo
r supervised and unsupervised learning?

11.

Nearest Neighbor Rule

12.

Foundation

of artificial intelligence.

13.

Naïve Bayes model of statistical learning.

14.

Statistical Pattern Recognition

15.

Clustering Techniques

16.

N
-
Queen Problem

17.

Computer

vision in Artificial Intelligenc
e.

18.

Support Vector Machine (SVM)

19.

Speech Processing

20.

Reinforcement learning. Differentiate between passive reinforcement learning and active
reinforcement learning