BSc IT Sem 5 Artificial Intelligence Question Paper PDF 2026 - Mumbai University | munotes

Questions asked in this paper

1. Q1 Attempt any three of the following: 15 marks
   • a. Explain Artificial Intelligence with Turing Test approach
   • b. Describe the contribution of Philosophy and Mathematics to Artificial Intelligence
   • c. State the relationship between agents and environment
   • d. What is PEAS description? Explain with two suitable examples
   • e. Explain following task environments:
   • f. Describe the structure of Utility based Agent
2. Q2 Attempt any three of the following: 15 marks
   • a. Describe the problem formulation of Vacuum World problem
   • b. Explain following terms:
3. Q1 State Space of problem ii) Path in State Space
   • v) Optimal Solution to problem
   • c. Give the outline of Breadth First Search algorithm with respect to Artificial Intelligence
   • d. With the Local Search algorithm, explain the following concepts:
   • e. Illustrate Hill Climbing algorithm using 8 queen problem
   • f. Explain the mechanism of Genetic Algorithm
4. Q3 Attempt any three of the following: 15 marks
   • a. Explain Minimax algorithm in detail
   • b. Describe the technique of Alpha-Beta Pruning
   • c. Write a short note on Kriegspiel’s Partially observable chess
   • d. What is knowledge based agent? Explain its importance in problem solving techniques
   • e. Write a short note on Wumpus world problem
   • f. Explain Forward-Chaining algorithm for Propositional definite Clauses
5. Q4 Attempt any three of the following: 15 marks
   • a. What is meant by First Order Logic? Explain syntax and semantics of First Order Logic
   • b. Write a short note on Universal and Existential quantifier with suitable example
   • c. Explain the steps of Knowledge Engineering projects in First Order Logic
   • d. Write a short note on Unification Process
   • e. Explain Datalog used in first order definite clause
   • f. Describe Backward-Chaining algorithm for First Order definite Clauses
6. Q5 Attempt any three of the following: 15 marks
   • a. Explain Planning Domain Definition Language description for an Air Cargo planning
   • b. Describe Forward (Progression) State-Space Search algorithm with an example
   • c. Explain hierarchical planning
   • d. Write a short note on Sensorless Planning Problem
   • e. What are events? Explain its importance
   • f. What is semantic network? Show the semantic network representation with a suitable

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