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YouTube

Agent-S: Understanding GUI Agents and Their Components

Sam Witteveen via YouTube

Overview

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Explore a detailed analysis of the Agent-S paper and its innovative approach to GUI agents in this 11-minute technical video. Learn about the essential components of GUI agent systems through practical examples and detailed explanations of experience-augmented hierarchical planning. Discover the two distinct types of memory utilized in the system and understand how the Agent Computer Interface functions. Gain insights into the implementation details, complete with references to the original paper, website, and source code. Follow along with a structured breakdown covering the foundational concepts, working mechanisms, and practical applications of GUI agents in modern computing environments.

Syllabus

Intro
Agent-S Paper
Example Task
How it Works
Experience Augmented Hierarchical Planning
2 Types of Memory
Agent Computer Interface
Paper, Site & Code

Taught by

Sam Witteveen

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