Define Expert System with example. What are stages of expert system development? Explain. [10]
Intelligent Agents
1.
What do you mean by Rational Agent? What are differences between Utility based agent and model based agent? [5]
Knowledge Representation
1.
How syntactic and semantic analyses are performed in natural language processing? [5]
2.
What is forward chaining? Explain with appropriate example. [5]
3.
Convert Following Sentences into Predicate: a) All animal who can bark are dog. b) Someone is firing a gun c) All tigers are not fierce [5]
4.
Writes short note of the following(any TWO): a. Pragmatic Analysis b. Unification and lifting c. Turing test [5]
Machine Learning
1.
What is fuzzy logic? Discuss the different operators used in genetic algorithm. [5]
2.
Give an example of reinforcement learning. Explain the types of ANN. [5]
Problem Solving by Searching
1.
Define admissible heuristic with an example. Explain the working mechanism and limitations of hill climbing search. [10]
2.
How do you define problem? What are criteria for defining problem? Compare Constraint Satisfaction Problem and Real World Problem in detail with appropriate example. [10]
3.
What is state space representation? Illustrate with one example. [5]
4.
Define game. Write the benefits and limitations of depth limited search. [5]