A mini multi-agent competitors amongst 3 totally different LLM brokers

This text was initially posted on Artwork Fish Intelligence.

LLMs are good at many issues, and a kind of issues is taking part in video games. Individuals have used LLMs to play all types of video games comparable to Minecraft, Chess, homicide thriller video games, Werewolf, and the NYT Connections puzzle. (For a extra complete record, you’ll be able to check with this survey.)

Many of the examples above present LLMs taking part in video games both towards themselves or towards people. However, how effectively do LLMs play video games towards different LLMs?

On this article, I present the outcomes of three totally different LLMs competing towards one another within the standard board recreation, Codenames, which challenges gamers to seek out patterns amongst seemingly unrelated phrases.

For these unfamiliar with it, Codenames is a board recreation created by Vladimír Chvátil. The sport pits two groups (sometimes Crimson and Blue) towards one another.

Every staff has a spymaster who offers single-word clues that are supposed to level to a number of phrases on a 5×5 board of phrases. The opposite gamers on the staff should then guess their staff’s phrases whereas avoiding phrases that belong to the opposing staff. Solely the…