Various experiments using agents powered by LLMs

Haebom

Sep 18, 20232y ago

There was a lot of interest in a previous experiment at Carnegie Mellon that gave game characters personality and behavioral patterns using LLMs and watched them interact. Now, a paper presenting a very similar experiment has just been published.

This paper presents a general conceptual framework for LLM-based agents, covering aspects like brain, perception, and behavior, and what's important is that it can be adapted for a range of applications. Interestingly, most of the authors are from Mihoyo, a game company known for their hit games like Honkai Impact 3 and Genshin Impact, which are quite popular in Korea. Mihoyo is recognized for its outstanding development skill and entertainment sense.

•

Potential of LLM-Based Agents: Could LLMs become a promising foundation for Artificial General Intelligence (AGI)?

•

LLM-Based Agents in Games: In games, especially those with NPCs or PVE elements, what kinds of roles could these agents play?

•

Diverse Applications: In which industries or fields might LLM-based agents have the most significant impact?

The Rise and Potential of Large Language Model Based Agents: A Survey

For a long time, humanity has pursued artificial intelligence (AI) equivalent to or surpassing the human level, with AI agents considered a promising vehicle for this pursuit. AI agents are...

arxiv.org

GitHub - WooooDyy/LLM-Agent-Paper-List: The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al. - GitHub - WooooDyy/LLM-Agent-Paper-List: The pape...

github.com

Subscribe to 'haebom'

📚 Welcome to Haebom's archives.
---
I post articles related to IT 💻, economy 💰, and humanities 🎭.
If you are curious about my thoughts, perspectives or interests, please subscribe.
haebom@kakao.com