What is intelligent agent?Construct PEAS framework a particle picking robot.[1+4]
Expert System
1.
How expert system works?Explain the architecture of expert system.[2+3]
Introduction
1.
What is artificial intelligence? State Turing Test.[5]
Knowledge Representation
1.
How unification and lifting is done in predicate logic?Construct a knowledge base in first order predicate logic for following statements and convert them to CNF form: All students are smart people. All smart people are not intelligent. Someone is intelligent. Either all students are intelligent or all students are hardworking.[4+6]
2.
How knowledge is represented using scripts?Support your answer with example.[3+2]
Natural Language Processing
1.
Discuss the discourse and pragmatic analytics in natural language processing.[5]
Neural Network
1.
What is learning rule?How learning is done in ANN using back propagation algorithm?[2+8]
2.
Describe the mathematical model of ANN.Differentiate feed-forward ANN from feed-back ANN.[2+3]
Problem Solving by Searching
1.
How problems is formulated in state space representation?Create a state space representation with start and goal state.Configure the states with appropriate heuristics and actual cost.Show search path using Greedy Best First Search.[2+2+6]
2.
How iterative deepening search is used to find goal in state space? Illustrate using example.[5]
1.
State the Dempster-Shafer Theory.How is it used in statistical reasoning?[3+2]
2.
How learning by genetic algorithm is performed?[5]