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) — extracted question text · 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
- aWhat is meant by intelligent behavior?
- bDefine state space in Artificial Intelligence
- cDefine a local search?
- dDefine optimal decision in games
- eDefine unification in Prolog
- fDefine rational agent
- gExplain 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
- aDiscuss the role of AI in the future of technology and socie ty
- bSolve a problem using depth -first search (DFS) and show the path explored
- cExplain the role of events, mental events, and mental object s in intelligent agents’ reasoning
- dExplain the coordination mech anisms used in multi-agent systems
- eDescribe 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
- aExplain the transition of Artificial Intelligence from rule- based systems to machine learning-based systems
- bExplain the concept of an environment in which an AI agent o perates
- aExplain the formulation and solution techniques of Constrain t Satisfaction Problems (CSP) with examples
- bDiscuss stochastic games and the role of probability in decision-making
- aDemonstrate resolution principle by proving a simple theorem i n propositional logic
- bCreate a forward chaining example in a rule-based system to determine eligibility for a scholarship
- aExplain the complete architecture of intelligent agents incl uding deliberative, reactive, and hybrid layers
- bDescribe how learning agents adapt their behavior over time. 4 K 3
- aExplain planning algorithms in AI, such as STRIPS and hierar chical task networks
- bAnalyze the speech recognition techniques including acoustic modeling and language modeling
Question text is extracted from the official AKTU question paper PDF above. Check the original PDF for equations, diagrams and complete wording. Extracted: 2026-08-23.
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