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

admin by admin
October 13, 2024
in Artificial Intelligence
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LLM vs LLM: Codenames Match. A mini multi-agent competitors amongst 3… | by Yennie Jun | Oct, 2024
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A mini multi-agent competitors amongst 3 completely 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 kind of issues is enjoying video games. Individuals have used LLMs to play all types of video games akin to Minecraft, Chess, homicide thriller video games, Werewolf, and the NYT Connections puzzle. (For a extra complete listing, you possibly can confer with this survey.)

Many of the examples above present LLMs enjoying video games both towards themselves or towards people. However, how properly do LLMs play video games towards different LLMs?

On this article, I present the outcomes of three completely different LLMs competing towards one another within the fashionable 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 (usually Purple and Blue) towards one another.

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

Tags: amongCodenamesCompetitionJunLLMminiMultiAgentOctTournamentYennie
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