Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
How a game in the MACHIAVELLI benchmark works
The visualization of Figure 2 in Pan et al.28 illustrates that, in each game played by an LLM-based AI agent, there is a text-based story that is generated adaptively as the agent observes the current text-based environment and selects from a menu of possible actions. The agent receives a reward when it achieves one of the goals.
