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InsemMar 20252019 patternBE AI&DS

Reinforcement Learning SPPU Insem Question Paper Mar 2025

All 4 questions from this SPPU insem paper, as printed. Read them here or open the PDF.

Open the PDF
Subject code
417533(D)
Pattern
2019 pattern
Exam
Insem
Session
Mar 2025
Max. marks
30
Time
1 Hour
Semester
VIII
Paper code
[6411]-193

Printed for: B.E. (Artificial Intelligence and Data Science) (Insem.)

Instructions to the candidates

  1. Answer Q.l or Q.2, Q.3 or Q.4.
  2. Neat diagrams must be drawn wherever necessary.
  3. Figures to the right indicate frill marks.
  4. Assume suitable data, if necessary.

Questions

  1. Q1

    1. a)

      Explain Reinforcement Learning with examples.

      [8]
    2. b)

      List out the scope and limitations of reinforcement learning.

      Also asked:Mar 2024

      [7]

  2. Q2

    1. a)

      ‘What are the elements of Reinforcement learning

      [8]
    2. b)

      Give few applications where reinforcement learning can be combined with different machine learning algorithms.

      [7]

  3. Q3

    1. a)

      Explain the Markov Property in detail.

      [7]
    2. b)

      What is Bellman equation? Write the process to solve Bellman equation.

      [8]

  4. Q4

    1. a)

      Explain in detail the concept of The infinite Horizons and Utility of Sequences?

      [8]
    2. b)

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

      [7]