Discuss the structure of intelligent agents in artificial intelligence systems. Explain the key components and their roles
Question:
Discuss the structure of intelligent agents in artificial intelligence systems. Explain the key components and their roles in designing an agent-based system. Consider the following components: perception, knowledge representation, decision-making, and action. Provide a detailed explanation of each component, including how they interact and contribute to the overall functioning of an intelligent agent. Additionally, describe different types of agent architectures, such as simple reflex agents, model- based agents, goal-based agents, and utility-based agents. Compare and contrast these architectures in terms of their strengths, weaknesses, and suitability for different problem domains. Finally, discuss the challenges associated with designing and implementing intelligent agent systems and propose potential solutions or strategies to address these challenges effectively?