B.TechSemester 52025-26Artificial IntelligenceBCAI501

Artificial Intelligence (BCAI501) - AKTU Question Paper 2025-26

B.Tech · Semester 5 · Free PDF Download

This is the official AKTU Artificial Intelligence Previous Year Question Paper for B.Tech Semester 5, academic session 2025-26. Published by Dr. A.P.J. Abdul Kalam Technical University (AKTU/UPTU), Lucknow. Free PDF download — no login required.

Course:B.Tech

Semester:Semester 5

Session:2025-26

University:AKTU / UPTU

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Questions Asked in 2025-26

Artificial Intelligence (BCAI501) — complete question paper · 70 marks · 3 Hours

Section AAttempt all q u e s t i o n s i n b r i e f . 2 x 7 = 14

a
What is meant by intelligent behavior?
b
Define state space in Artificial Intelligence
c
Define a local search?
d
Define optimal decision in games
e
Define unification in Prolog
f
Define rational agent
g
Explain the concept of speech recognition

Section BAttempt any three o f t h e f o l l o w i n g : 7 x 3 = 21

a
Discuss the role of AI in the future of technology and socie ty
b
Solve a problem using depth -first search (DFS) and show the path explored
c
Explain the role of events, mental events, and mental object s in intelligent agents’ reasoning
d
Explain the coordination mech anisms used in multi-agent systems
e
Describe the role of information retrieval systems in modern AI applications

Section CAttempt any one p a r t o f t h e f o l l o w i n g : 7 x 1 = 7

a
Explain the transition of Artificial Intelligence from rule- based systems to machine learning-based systems
b
Explain the concept of an environment in which an AI agent o perates
a
Explain the formulation and solution techniques of Constrain t Satisfaction Problems (CSP) with examples
b
Discuss stochastic games and the role of probability in decision-making
a
Demonstrate resolution principle by proving a simple theorem i n propositional logic
b
Create a forward chaining example in a rule-based system to determine eligibility for a scholarship
a
Explain the complete architecture of intelligent agents incl uding deliberative, reactive, and hybrid layers
b
Describe how learning agents adapt their behavior over time. 4 K 3
a
Explain planning algorithms in AI, such as STRIPS and hierar chical task networks
b
Analyze the speech recognition techniques including acoustic modeling and language modeling

Question text is extracted from the official AKTU question paper PDF above. Hindi translations are omitted — every question is printed in English in the original paper. Last verified: 2026-08-23.