What is rational agent? List some applications of AI. [5]
2.
Distinguish between simple reflex agent and model based agent. [5]
Expert System
1.
Describe the components of expert system. [5]
Knowledge Representation
1.
Represent the following knowledge using conceptual dependency. a.) He opened the door b.) Ram gave rose to sita. c.) she is crying [5]
2.
Explain about unification and lifting with example. [5]
3.
How does script can be used in representing knowledge? Explain. [5]
4.
What are the issues in knowledge representation? Given the following knowledge base, using resolution show that a.) Ava likes watermelon b.) Apple and watermelon are fruits c.) Ava eats watermelon and love it so much d.)Anything eaten by anybody and love it so much if fruits [10]
Machine Learning
1.
What is the role of rewards and punishment in reinforcement learning? Describe with an example. [5]
Natural Language Processing
1.
Explain the different steps in NLP. [5]
Neural Network
1.
Express the mathematical model of a neuron. Distinguish between learning rule and learning rate. How Back-propagation algorithm is used in learning? Explain. [10]
Problem Solving by Searching
1.
How do you evaluate any searching algorithm? What are constraint satisfaction problems? Differentiate between Greedy Best First Search and A* search. [10]
2.
Distinguish between Depth First Search and Breadth First Search. [5]