Edge 383: The Key Capabilities of Autonomous Agens
Planning, memory, profiling, action execution, knowledge management and several others.
In this Issue:
An review of the key capabilities of autonomous agents.
A deep dive into a famous paper from Google and Stanford University that outlines an agent that can simulate human behavior.
An introduction to the Crew AI framework for building autonomous agents.
💡 ML Concept of the Day: Capabilities of Autonomous Agents
Autonomous agents represent a nascent area of research within generative AI and, as a result, lack a formal definition. Different frameworks have outlined various feature sets for autonomous agents. However, there are a few building blocks that can be consistently considered as the strong foundation of any autonomous agent application. Most capabilities of autonomous agents can be considered variations of the following key areas: