Artificial Intelligence (KME062) - AKTU Question Paper 2021-22
B.Tech · Semester 6 · Free PDF Download
This is the official AKTU Artificial Intelligence Previous Year Question Paper for B.Tech Semester 6, academic session 2021-22. Published by Dr. A.P.J. Abdul Kalam Technical University (AKTU/UPTU), Lucknow. Free PDF download — no login required.
Course:B.Tech
Semester:Semester 6
Session:2021-22
University:AKTU / UPTU
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Questions Asked in 2021-22
Artificial Intelligence (KME062) — extracted question text
Section AAttempt all q u e s t i o n s i n b r i e f . 2 x 10 = 20
- aWrite a short note on Iterative Improvement Algorithm. 2 1
- bWhat are the different approaches of AI? 2 1
- cDescribe First Order Logic in AI. 2 2
- dWhat is resolution? 2 2
- eDefine Hidden Markov Model (HMM). 2 3
- fWhat is Inductive Learning? 2 3
- gDefine Clustering. 2 4
- hExplain term Maximum a Posteriori (MAP). 2 4 i. Write some applications of Speech Recognition. 2 5 j. Define Practical Natural Language Processing. 2 5
Section BAttempt any three o f t h e f o l l o w i n g :
- aWhat is Heuristic search? Giv e the desirable properties of H euristic search algorithm
- bWhat is Propositional Logic? Define the various Inference Ru les with the help of examples
- cWhat is Bayesian Theory? Explain the role of prior probabili ty and posterior probability in Bayesian classification
- dDescribe Supervised Learning a nd Unsupervised Learning. 10 4
- eDefine Intelligent Agents. Def ine the types of communicating agent. 10 5
Section CAttempt any one p a r t o f t h e f o l l o w i n g :
- aDiscuss the problem of Hill Climbing Algorithm. 10 1
- bWhat is Problem Space? How problem can be defined as state s pace search?
- aExplain Unification Algorithm used for reasoning under Predi cate Logic with an example
- bDifferentiate between Forward and Backward chaining of Inference with the help of an example
- aWhat are Planning graphs? Explain the methods of planning an d acting in the real world
- bExplain the method of handling Approximate Inference in Baye sian Network
- aIllustrate Decision Trees Technique using suitable example. 10 4
- bDefine Reinforcement Learning (RL). Write its applications. 10 4
- aDefine the Architecture a nd Configuration Bases of Robots. 1 0 5
- bWhat are Image- Processing Oper ations? Define how Vision can be used for navigation and manipulation
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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