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In our journey through Artificial Intelligence, we’ve discussed what agents are, how they’re configured, and how frameworks like PEAS and PAGE help us model them. Now it’s time to go deeper and classify intelligent agents based on their complexity and capabilities. In this post, we’ll explore the five major types of agents: Each type builds on the previous, becoming more advanced and capable of handling complex environments. Simple Reflex Agents…
In our previous post, we explored the fundamentals of intelligent agents—what they are, how they work, and their different structures. We also examined the architecture of agents like reflex agents, goal-based agents, utility-based agents, and learning agents. Now, we move one step further to understand how these agents are designed, how we define their tasks, and how we break down their capabilities using the PEAS framework and PAGE model. Part…
In the previous sections, we explored the concept of Machine Learning and how it fits into the broader field of Artificial Intelligence (AI). Now, we will shift focus to Intelligent Agents, which form the foundation of many AI applications, including robotics, autonomous systems, and decision-making systems. What is an Intelligent Agent? An Intelligent Agent is an entity that perceives its environment, processes that information, and takes actions to achieve specific…
In our previous posts, we’ve covered the foundations of Artificial Intelligence (AI), including the basics of intelligence, AI perspectives, AI history, and the types of AI based on their capabilities. Today, we are going to delve into one of the most exciting aspects of AI—its applications. AI is not just a theoretical concept; it has practical, real-world applications that are transforming industries and revolutionizing the way we live, work, and…