Edge 389: Understanding Large Action Models
One of the most important concepts in autonomous agents.
In this Issue:
An overview of large action models(LAM) in autonomous agents.
A review of the LAM original research by Rabbit.
An introduction to the MetaGPT framework for building autonomous agents.
💡 ML Concept of the Day: Large Action Models and Autonomous Agents
The ability to execute actions in a given environment is one of the hallmarks of autonomous agents. One of the key topics of debate in autonomous agent circles is how much of the action execution relies on external components versus being built into the model itself. One of the most interesting approaches among the proponents of the latter camp is what is known as large action models (LAMs).