Artificial Intelligence Unit 4 Notes AKTU (BCAI501)

AKTU · BTECH · Semester 5 · Artificial Intelligence · Unit 4 · Notes

AKTU Artificial Intelligence (BCAI501) Unit 4 notes for B.Tech Semester 5 – Software Agents. Topics: Agent Architecture, Agent Communication, Negotiation…

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Unit 4: Software Agents – AKTU syllabus topics

  • Agent Architecture: Architecture for Intelligent Agents
  • Agent Communication
  • Negotiation and Bargaining
  • Argumentation Among Agents
  • Trust and Reputation: Multi Agent Systems

Most asked AKTU PYQ questions from Unit 4

  1. Q6a. Explain the complete architecture of intelligent agents including deliberative, reactive, and hybrid layers. (7 marks, 2025-26)
  2. Q2d. Explain the coordination mechanisms used in multi-agent systems. (7 marks, 2025-26)
  3. Q6b. Explain how autonomous agents manage decision-making and execution. (7 marks, 2024-25)
  4. Q1j. Define the decision-making module in the architecture of intelligent agents. (2 marks, 2023-24)
  5. Q1i. Discuss the consideration of temporal aspects in the architecture of intelligent agents. (2 marks, 2023-24)
  6. Q2c. How can cross-domain trust models contribute to more versatile and effective multi-agent interactions? (10 marks, 2023-24)
  7. Q5a. Discuss how Nash equilibrium and cooperative game theory concepts apply to negotiation scenarios. (10 marks, 2023-24)
  8. Q6a. Explain Trust and Reputation in Multi-Agent Systems with examples. (10 marks, 2022-23)
  9. Q2d. Give diagram of abstract model for interoperating software agents. (10 marks, 2022-23)
  10. Q6a. Explain how argumentation is used for resolving conflicts in multi-agent systems. (7 marks, 2024-25)

AKTU paper codes: BCAI501, KCAI501

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