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LLM vs LLM: Codenames Match. A mini multi-agent competitors amongst 3… | by Yennie Jun | Oct, 2024


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

Generated utilizing ChatGPT 4o.

This text was initially posted on Artwork Fish Intelligence.

LLMs are good at many issues, and a type of issues is taking part in video games. Folks have used LLMs to play all kinds of video games resembling Minecraft, Chess, homicide thriller video games, Werewolf, and the NYT Connections puzzle. (For a extra complete record, you may seek advice from this survey.)

A lot of the examples above present LLMs taking part in video games both in opposition to themselves or in opposition to people. However, how nicely do LLMs play video games in opposition to different LLMs?

On this article, I present the outcomes of three completely different LLMs competing in opposition to one another within the common board recreation, Codenames, which challenges gamers to search 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) in opposition to one another.

Every workforce has a spymaster who provides 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 workforce should then guess their workforce’s phrases whereas avoiding phrases that belong to the opposing workforce. Solely the…

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