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What is Agent? b56aac8e64434683edc8e158cd95f6b6 - Coggle Diagram
What is Agent?
Characteristics
Self-reliance: The function of this system does not necessitate any human intervention.
Sensitivity: The organism responds to environmental changes.
Proactivity: The individual takes the initiative to achieve their goals.
Social Skills: The individual can engage in communication and collaboration with others or other agents.
Types of Intelligent Agents
Basic Reflex Agents for
Model-Based Agents
Objective-Based Agents
Agents Based on Utilization
Agents in Learning
Definition
An intelligent agent is an autonomous system that uses its internal knowledge or learning to make judgments and achieve predetermined objectives.
Components of an intelligent Agent
Perceptual: The task involves gathering and analyzing environmental data.
Detectors: The task is to comprehend the data.
Agent Activity: The process involves the use of AI or reasoning to arrive at conclusions.
Moving parts: Take action in response to decisions.
Examples of Intelligent Agents
Alexa and Siri are examples of virtual assistants
Robots in production
Self-governing drones or automobiles
Filters for spam
Systems of recommendations (Amazon, Netflix)
Importance and Applications
Automate tedious jobs: By automating repetitive operations, they save time.
Boost your ability to make decisions: Intelligent agents enhance decision-making by evaluating information and providing practical insights.
Boost user satisfaction: Intelligent agents increase customer happiness by providing prompt, tailored, and beneficial responses.
Cybersecurity, robots, AI, and other power systems: Intelligent agents in robots, AI, and cybersecurity enhance systems' effectiveness and safety by recognizing risks, adapting to changing circumstances, and making quick judgments.
Web Links
https://www.geeksforgeeks.org/agents-artificial-intelligence/
https://huggingface.co/learn/agents-course/en/unit1/what-are-agents
https://www.zenbusiness.com/agent-definition/
