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]