SIDDHARTH INSTITUTE OF ENGINEERING &TECHNOLOGY: PUTTUR-517 583
(AUTONOMOUS)
Descriptive Test-I
Year & Sem: II B.Tech I-Semester Branch: CSM & CAD
Subject: PRINCIPLES OF ARTIFICIAL INTELLIGENCE (23CS0901)
Date & Time: 07-12-2024 & 09.30 AM to 11.00 AM Max.Marks:30 M
Answer All the Questions
All Questions Carry Equal Marks
1 List and explain in detail the foundation of Artificial Intelligence. [L2][CO1] [10M]
OR
2 a) What are the four conceptual components of a learning agent, and how [L2][CO1] [5M]
do they contribute to the agent's ability to improve its performance in
unknown environments? Describe in detail.
b) Illustrate the list of sequence done by the intelligent agent to maximize [L3][CO1] [5M]
the performance measure.
3 What is searching? Explain the different types of search algorithms in AI. [L2][CO2] [10M]
OR
4 Explain Alpha-Beta Pruning algorithm in detail and apply it on the given [L3][CO2] [10M]
game tree illustrating the steps adapted to solve it.
5 Discuss in detail the key issues related to knowledge representation in AI [L2][CO3] [10M]
OR
6 a) Explain how logical connectives in propositional logic are represented? [L2][CO3] [5M]
b) Discuss predicate logic and how are they used? [L2][CO3] [5M]
Prepared by: Mr. B Raja Kumar, N Anitha
SIDDHARTH INSTITUTE OF ENGINEERING &TECHNOLOGY: PUTTUR-517 583
(AUTONOMOUS)
Descriptive Test-I
Year & Sem: II B.Tech I-Semester Branch: CSM & CAD
Subject: PRINCIPLES OF ARTIFICIAL INTELLIGENCE (23CS0901)
Date & Time: 07-12-2024 & 09.30 AM to 11.00 AM Max.Marks:30 M
Answer All the Questions
All Questions Carry Equal Marks
1 List and explain in detail the foundation of Artificial Intelligence. [L2][CO1] [10M]
OR
2 a) What are the four conceptual components of a learning agent, and how [L2][CO1] [5M]
do they contribute to the agent's ability to improve its performance in
unknown environments? Describe in detail.
b) Illustrate the list of sequence done by the intelligent agent to maximize [L3][CO1] [5M]
the performance measure.
3 What is searching? Explain the different types of search algorithms in AI. [L2][CO2] [10M]
OR
4 Explain Alpha-Beta Pruning algorithm in detail and apply it on the given [L3][CO2] [10M]
game tree illustrating the steps adapted to solve it.
5 Discuss in detail the key issues related to knowledge representation in AI [L2][CO3] [10M]
OR
6 a) Explain how logical connectives in propositional logic are represented? [L2][CO3] [5M]
b) Discuss predicate logic and how are they used? [L2][CO3] [5M]
Prepared by: Mr. B Raja Kumar, N Anitha
SIDDHARTH INSTITUTE OF ENGINEERING &TECHNOLOGY: PUTTUR-517 583
(AUTONOMOUS)
Descriptive Test-I
Year & Sem: II B.Tech I-Semester Branch: CSM & CAD
Subject: PRINCIPLES OF ARTIFICIAL INTELLIGENCE (23CS0901)
Date & Time: 07-12-2024 & 09.30 AM to 11.00 AM Max.Marks:30 M
Answer All the Questions
All Questions Carry Equal Marks
1 a) Illustrate any two applications of AI in real time. [L3][CO1] [5M]
b) Analyze in what ways can an agent's rational behavior be influenced by [L4][CO1] [5M]
its performance measure, prior knowledge, actions, and percept
sequence?
OR
2 a) State some definitions of artificial intelligence, and how can they be [L2][CO1] [5M]
categorized.
b) Discuss how artificial intelligence categorized based on different [L2][CO1] [5M]
approaches, and what do these categories entail?
3 a) Discuss how efficient the problem reduction search helps in problem- [L2][CO2] [5M]
solving technique of AI.
b) Explain in detail the Role of Adversarial Search and its algorithms in AI. [L2][CO2] [5M]
OR
4 Explain the A* Search Algorithm in Artificial Intelligence with an [L2][CO2] [10M]
example.
5 Describe Knowledge representation and it’s types in AI. Explain the kind [L4][CO3] [10M]
of knowledge which needs to be represented in AI systems.
OR
6 a) What is a frame in the context of knowledge representation? Explain how [L2][CO3] [5M]
do frames help in organizing knowledge?
b) Describe how Inheritance mechanism is used in knowledge [L2][CO3] [5M]
representation.
Prepared by: Mr. B Raja Kumar, N Anitha
SIDDHARTH INSTITUTE OF ENGINEERING &TECHNOLOGY: PUTTUR-517 583
(AUTONOMOUS)
Descriptive Test-I
Year & Sem: II B.Tech I-Semester Branch: CSM & CAD
Subject: PRINCIPLES OF ARTIFICIAL INTELLIGENCE (23CS0901)
Date & Time: 07-12-2024 & 09.30 AM to 11.00 AM Max.Marks:30 M
Answer All the Questions
All Questions Carry Equal Marks
1 a) Illustrate any two applications of AI in real time. [L3][CO1] [5M]
b) Analyze in what ways can an agent's rational behavior be influenced by [L4][CO1] [5M]
its performance measure, prior knowledge, actions, and percept
sequence?
OR
2 a) State some definitions of artificial intelligence, and how can they be [L2][CO1] [5M]
categorized.
b) Discuss how artificial intelligence categorized based on different [L2][CO1] [5M]
approaches, and what do these categories entail?
3 a) Discuss how efficient the problem reduction search helps in problem- [L2][CO2] [5M]
solving technique of AI.
b) Explain in detail the Role of Adversarial Search and its algorithms in AI. [L2][CO2] [5M]
OR
4 Explain the A* Search Algorithm in Artificial Intelligence with an [L2][CO2] [10M]
example.
5 Describe Knowledge representation and it’s types in AI. Explain the kind [L4][CO3] [10M]
of knowledge which needs to be represented in AI systems.
OR
6 a) What is a frame in the context of knowledge representation? Explain how [L2][CO3] [5M]
do frames help in organizing knowledge?
b) Describe how Inheritance mechanism is used in knowledge [L2][CO3] [5M]
representation.
Prepared by: Mr. B Raja Kumar, N Anitha
SIDDHARTH INSTITUTE OF ENGINEERING &TECHNOLOGY: PUTTUR-517 583
(AUTONOMOUS)
Descriptive Test-I
Year & Sem: II B.Tech I-Semester Branch: CSM & CAD
Subject: PRINCIPLES OF ARTIFICIAL INTELLIGENCE (23CS0901)
Date & Time: 07-12-2024 & 09.30 AM to 11.00 AM Max.Marks:30 M
Answer All the Questions
All Questions Carry Equal Marks
1 Analyze different types of agents, and explain how do they interact with their [L4][CO1] [10M]
environments?
OR
2 a) How do the properties of task environments influence the design and [L1][CO1] [5M]
performance of intelligent agents in various applications?
b) What is PEAS framework and what are its components? Discuss with [L2][CO1] [5M]
example.
3 What are Heuristic algorithms? Analyze in detail the different types of [L4][CO2] [10M]
Heuristic algorithms with example.
OR
4 Describe Mini-Max Algorithm in Artificial Intelligence. Solve the following [L3][CO2] [10M]
Game tree using Mini-Max Algorithm.
5 a) What is Knowledge? List and define the types of knowledge available. [L1][CO3] [5M]
b) Illustrate AI knowledge cycle with neat diagram. [L3][CO3] [5M]
OR
6 Describe the Techniques of knowledge representation with their advantages [L2][CO3] [10M]
and disadvantages.
Prepared by: Mr. B Raja Kumar, N Anitha
SIDDHARTH INSTITUTE OF ENGINEERING &TECHNOLOGY: PUTTUR-517 583
(AUTONOMOUS)
Descriptive Test-I
Year & Sem: II B.Tech I-Semester Branch: CSM & CAD
Subject: PRINCIPLES OF ARTIFICIAL INTELLIGENCE (23CS0901)
Date & Time: 07-12-2024 & 09.30 AM to 11.00 AM Max.Marks:30 M
Answer All the Questions
All Questions Carry Equal Marks
1 Analyze different types of agents, and explain how do they interact with their [L4][CO1] [10M]
environments?
OR
2 a) How do the properties of task environments influence the design and [L1][CO1] [5M]
performance of intelligent agents in various applications?
b) What is PEAS framework and what are its components? Discuss with [L2][CO1] [5M]
example.
3 What are Heuristic algorithms? Analyze in detail the different types of [L4][CO2] [10M]
Heuristic algorithms with example.
OR
4 Describe Mini-Max Algorithm in Artificial Intelligence. Solve the following [L3][CO2] [10M]
Game tree using Mini-Max Algorithm.
5 a) What is Knowledge? List and define the types of knowledge available. [L1][CO3] [5M]
b) Illustrate AI knowledge cycle with neat diagram. [L3][CO3] [5M]
OR
6 Describe the Techniques of knowledge representation with their advantages [L2][CO3] [10M]
and disadvantages.
Prepared by: Mr. B Raja Kumar, N Anitha
SIDDHARTH INSTITUTE OF ENGINEERING &TECHNOLOGY: PUTTUR-517 583
(AUTONOMOUS)
Descriptive Test-I
Year & Sem: II B.Tech I-Semester Branch: CSM & CAD
Subject: PRINCIPLES OF ARTIFICIAL INTELLIGENCE (23CS0901)
Date & Time: 07-12-2024 & 09.30 AM to 11.00 AM Max.Marks:30 M
Answer All the Questions
All Questions Carry Equal Marks
1 Explain the different types of agent programs and their internal structures [L2][CO1] [10M]
which influence the efficiency and autonomy of intelligent agents?
OR
2 a) Discuss the four components used to define a problem formally. [L2][CO1] [5M]
b) Illustrate with an example what is meant by formulating problems. [L3][CO1] [5M]
3 Describe the Hill Climbing Algorithm in Artificial Intelligence with its [L2][CO2] [10M]
State-space Diagram. Discuss its key features, advantages, and
limitations.
OR
4 Describe the AO* Algorithm in Artificial Intelligence. Analyze how [L4][CO2] [10M]
the AO algorithm* works for given AND-OR graph
5 Analyze the different approaches to knowledge representation. [L4][CO3] [10M]
OR
6 a) What is Constraint Propagation in AI? How Constraint Propagation [L2][CO3] [5M]
Works?
b) Compare the relation between knowledge and intelligence and list [L4][CO3] [5M]
requirements for knowledge Representation system
Prepared by: Mr. B Raja Kumar, N Anitha
SIDDHARTH INSTITUTE OF ENGINEERING &TECHNOLOGY: PUTTUR-517 583
(AUTONOMOUS)
Descriptive Test-I
Year & Sem: II B.Tech I-Semester Branch: CSM & CAD
Subject: PRINCIPLES OF ARTIFICIAL INTELLIGENCE (23CS0901)
Date & Time: 07-12-2024 & 09.30 AM to 11.00 AM Max.Marks:30 M
Answer All the Questions
All Questions Carry Equal Marks
1 Explain the different types of agent programs and their internal structures [L2][CO1] [10M]
which influence the efficiency and autonomy of intelligent agents?
OR
2 a) Discuss the four components used to define a problem formally. [L2][CO1] [5M]
b) Illustrate with an example what is meant by formulating problems. [L3][CO1] [5M]
3 Describe the Hill Climbing Algorithm in Artificial Intelligence with its [L2][CO2] [10M]
State-space Diagram. Discuss its key features, advantages, and
limitations.
OR
4 Describe the AO* Algorithm in Artificial Intelligence. Analyze how [L4][CO2] [10M]
the AO algorithm* works for given AND-OR graph
5 Analyze the different approaches to knowledge representation. [L4][CO3] [10M]
OR
6 a) What is Constraint Propagation in AI? How Constraint Propagation [L2][CO3] [5M]
Works?
b) Compare the relation between knowledge and intelligence and list [L4][CO3] [5M]
requirements for knowledge Representation system
Prepared by: Mr. B Raja Kumar, N Anitha
