Intro to AI Agents

Explore the fascinating world of AI agents, from their core principles to real-world applications, and learn how to design intelligent systems that can perceive, reason, and act autonomously.
...

Fundamentals of AI Agents

Unit 1: Defining AI Agents

Unit 2: Key Characteristics of AI Agents

Unit 3: Types of AI Agents

Unit 4: Agent Architectures

Perception, Reasoning, and Action

Unit 1: Introduction to Perception in AI Agents

Unit 2: Agent Architectures: SPA and Beyond

Unit 3: LLMs for Reasoning and Planning

Memory and Reinforcement Learning

Unit 1: Vector Databases for AI Agents

Unit 2: Knowledge Graphs for AI Agents

Unit 3: Introduction to Reinforcement Learning

Unit 4: RL Algorithms: Q-learning, SARSA & DQN

Applications, Ethics, and Future Trends

Unit 1: AI Agent Applications in Industry

Unit 2: Ethics and Future Trends