List the PEAS description for autonomous taxi driving system. Describe the different types of environments for agent with example. [10]
Expert System
1.
How do you develop expert system? [5]
Introduction
1.
Does Turing test is sufficient to test the intelligence of machine? Justify your opinion. [5]
Knowledge Representation
1.
All living things are either animal or plant. All animals who can bark are dogs. Puppy is living thing and it is not a plant. Using rules of inference show that Puppy can bark. [5]
2.
How do you express knowledge using semantic network? Describe with an example. [5]
Machine Learning
1.
Describe the different operators used in genetic algorithm. [5]
Natural Language Processing
1.
What types of ambiguities does NLP suffer with? Describe. [5]
Neural Network
1.
Why do we need recurrent neural network? How does back propagation learn to minimize the error? Explain [10]
Problem Solving by Searching
1.
Illustrate the concept of AO* search with an example. Which search will work on multiple goals environment? What are the four evaluation factors of searching algorithm? [10]
2.
Differentiate between DFS and BFS. [5]
3.
Define agent. Describe the heuristic function of A* search? [5]
4.
What does alpha and beta refer in min max algorithm? Write the script for a shopping at department store? [5]