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EndsemDec 20252019 patternSE AI&DS

Artificial Intelligence (AI) SPPU Endsem Question Paper Dec 2025

All 8 questions from this SPPU endsem paper, as printed. Read them here or open the PDF.

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Subject code
310253
Pattern
2019 pattern
Exam
Endsem
Session
Dec 2025
Max. marks
70
Time
2½ Hours
Semester
V
Paper code
[6583]-57

Printed for: T.E. (A . I . & D . S . / Computer Science & Engg.(Data Science ) )

Instructions to the candidates

  1. Answer four questions [(Q.1 or Q.2), (Q.3 or Q.4), (Q.5 or Q.6), (Q.7 or Q.8)]
  2. Neat diagrams must be drawn whenever necessary.
  3. Assume suitable data, if necessary.

Questions

  1. Q1

    1. a)

      Explain the Min Max Algorithm with an example. Comment on the efficiency of the Min-Max Algorithm improvement using Alpha Beta Pruning.

      [9]
    2. b)

      Solve the crypt-arithmetic problem and show the search space tree for the problem, TWO + TWO = FOUR. Identify the variables, domain and constraints.

      [9]

  2. Q2

    1. a)

      Explain and solve the graph coloring problem, using constraint satisfaction.

      [9]
    2. b)

      Explain with an example the Monte Carlo Tree Search.

      [9]

  3. Q3

    1. a)

      Explain Wumpus world environment giving its PEAS description.

      Also asked:May 2024

      [9]
    2. b)

      What is a Knowledge Agent? What are the aspects to be taken into consideration for designing a knowledge-based agent to assist with medical diagnosis?

      [8]

  4. Q4

    1. a)

      Write in predicate logic the following statements. • John likes all kinds of food. • Apples are food. • Chicken are food. • Anything anyone eats and isn't killed by is food. • Bill eats peanuts and is still alive.

      [10]
    2. b)

      Differentiate between propositional logic and First-order logic.

      Also asked:May 2024

      [7]

  5. Q5

    1. a)

      Explain forward chaining and backward chaining for a simple example.

      [9]
    2. b)

      Explain the process of resolution with a proper example.

      [9]

  6. Q6

    1. a)

      Explain the Unification Algorithm, wherever necessary take an example to explain the steps.

      [9]
    2. b)

      Explain the key aspects of ontological engineering, which plays a crucial role in knowledgere presentation.

      [9]

  7. Q7

    1. a)

      Explain goal stack planning with an example of a blocks world.

      [6]
    2. b)

      Explain the components of a planning system for a simple Blocks World example.

      [6]
    3. c)

      What are the ethical considerations and potential limitations that arise in AI development?

      [5]

  8. Q8

    1. a)

      Explain in brief Planning and its types.

      [6]
    2. b)

      What emerging trends and challenges in the future of AI.

      [6]
    3. c)

      This part has equations that don’t show as text. Open the PDF to read it.

      [5]