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Artificial Intelligence Unit 4 – Software Agents: important questions for AKTU

Unit 4 (Software Agents) questions that AKTU repeats most often. This unit carries about 20 marks per paper. Start with the repeated questions, then the most asked topics.

Most repeated Unit 4 questions

  • Explain the complete architecture of intelligent agents including deliberative, reactive, and hybrid layers. (7 marks, 2026, Agent Architecture) – also asked in 2023, 2024, 2025
  • Explain the coordination mechanisms used in multi-agent systems. (7 marks, 2026, Agent Communication) – also asked in 2023, 2024, 2025
  • Explain how autonomous agents manage decision-making and execution. (7 marks, 2025, Agent Architecture) – also asked in 2023, 2026

Most important Unit 4 topic

  • Agent Architecture (Unit 4: Software Agents) – asked 4 times in 2024, 2025, 2026

Most asked Unit 4 topics

  • Agent Architecture – asked 4 times
  • Agent Communication – asked 2 times
  • Negotiation and Bargaining – asked 2 times

More Unit 4 previous year questions

  • Describe the negotiation process in multi-agent systems with examples. (7 marks, 2025, Negotiation and Bargaining)
  • Explain how argumentation is used for resolving conflicts in multi-agent systems. (7 marks, 2025, Argumentation Among Agents)
  • Discuss the consideration of temporal aspects in the architecture of intelligent agents. (2 marks, 2024, Agent Architecture)
  • Define the decision-making module in the architecture of intelligent agents. (2 marks, 2024, Agent Architecture)
  • How can cross-domain trust models contribute to more versatile and effective multi-agent interactions? (10 marks, 2024, Trust and Reputation)

Unit 4 syllabus topics

  • Agent Architecture
  • Agent Communication
  • Negotiation and Bargaining
  • Argumentation Among Agents
  • Trust and Reputation