25 Must-Know AI Agents Terms for Beginners

Author/Source: Marktechpost AI Agent
https://aiagent.marktechpost.com/post/25-must-know-ai-agents-terms-for-beginners

Takeaway

This article introduces the fundamental vocabulary surrounding AI agents, explaining 25 essential terms in simple language. It helps anyone interested in artificial intelligence grasp the building blocks and core concepts of how AI agents perceive, decide, and act within their digital environments.

Technical Subject Understandability

Beginner

Analogy/Comparison

Imagine an AI agent like a personal assistant who has specific tasks to do. This assistant looks at their surroundings, takes in information, thinks about what they want to achieve, decides on the best way to act, and remembers past experiences to do their job well.

Why It Matters

Understanding AI agents is crucial because they are becoming an integral part of many modern technologies, from customer service chatbots to sophisticated automation. Knowing these terms helps in understanding how these smart systems operate, how to interact with them, and how they can be developed to solve complex problems. For example, a travel agent AI could use these principles to understand your preferences, suggest destinations, and book flights to achieve your travel goal.

Related Terms

Agent
Environment
Percepts
Actions
Goal
Task
Planning
Memory
Reasoning
LLM (Large Language Model)
Prompts
Tools
Multi-Agent Systems
Reinforcement Learning
Autonomous Agents
Generative Agents
Cognitive Architecture
Agent Architecture
Observation
State
Policy
Reward
Exploration
Exploitation
Agent Protocol

Jargon Conversion:
Agent: A smart computer program designed to do specific jobs or tasks autonomously.
Environment: The digital world or space where an AI agent operates and interacts, receiving information and performing actions.
Percepts: The information or data an AI agent receives from its environment, similar to how a person might “see” or “hear” things.
LLM (Large Language Model): A very advanced computer program that can understand and generate human-like text, often serving as the “brain” for many AI agents.
Tools: Specific functions or capabilities an AI agent can use, such as searching the internet, sending an email, or running a calculation.

Tech Teacher