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Home Machine Learning

LLM vs LLM: Codenames Tournament. A mini multi-agent competition among 3… | by Yennie Jun | Oct, 2024

AiNEWS2025 by AiNEWS2025
2024-12-10
in Machine Learning
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LLM vs LLM: Codenames Tournament. A mini multi-agent competition among 3… | by Yennie Jun | Oct, 2024
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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 Art Fish Intelligence.

LLMs are good at many issues, and a kind of issues is enjoying video games. Folks have used LLMs to play all types of video games comparable to Minecraft, Chess, murder mystery games, Werewolf, and the NYT Connections puzzle. (For a extra complete record, you may discuss with this survey.)

A lot of the examples above present LLMs enjoying 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 widespread 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 Pink and Blue) towards one another.

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

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#LLM #LLM #Codenames #Event #mini #multiagent #competitors #amongst #Yennie #Jun #Oct


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