[📪정보] 언어 모델과 세계 모델의 만남: 구현된 경험으로 언어 모델 향상

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인간은 물리적 세계에서 구현된 경험을 통해 배울 수 있습니다. 언어모델도 그렇게 할 수 있습니까?

https://twitter.com/johnjnay/status/1659373038532546561

 

Embodied Agent Experiences Enhance LLMs

-Deploy LLM agent in simulator of physical world to acquire diverse experience via goal-oriented planning
-Finetune LLM on that exp to teach acting in world

-Improves over base on 18 downstream tasks by 64% on avghttps://t.co/xrTlz02nj3 pic.twitter.com/qKtPeKL77e

— John Nay (@johnjnay) May 19, 2023

https://twitter.com/szxiangjn/status/1659399771126370304?s=20

 

🤔Humans can learn from embodied experiences in the physical world. Can Language Models also do that?

🔥Check out our new paper about enhancing Language Models with World Models!

👇https://t.co/41ez48ibp5

1/n pic.twitter.com/n1PSlnIfHP

— Jiannan Xiang (@szxiangjn) May 19, 2023

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