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Home Artificial Intelligence

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

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October 12, 2024
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Your First 90 Days as a Knowledge Scientist

The Evolving Position of the ML Engineer


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

Yennie Jun

Towards Data Science

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 similar to Minecraft, Chess, homicide thriller video games, Werewolf, and the NYT Connections puzzle. (For a extra complete listing, you’ll be able to 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 totally different LLMs competing in opposition to one another within the widespread board sport, Codenames, which challenges gamers to seek out patterns amongst seemingly unrelated phrases.

For these unfamiliar with it, Codenames is a board sport created by Vladimír Chvátil. The sport pits two groups (usually Pink and Blue) in opposition to one another.

Every crew 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 crew should then guess their crew’s phrases whereas avoiding phrases that belong to the opposing crew. Solely the…

Tags: AmongCodenamescompetitionJunLLMminimultiagentOctTournamentYennie

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