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[R] In-Memory Learning: A Declarative Learning Framework for Large Language Models
March 13, 2024, 10:39 a.m. | /u/SunsetOneSix
Machine Learning www.reddit.com
**Abstract**:
>The exploration of whether agents can align with their environment without relying on human-labeled data presents an intriguing research topic. Drawing inspiration from the alignment process observed in intelligent organisms, where declarative memory plays a pivotal role in summarizing past experiences, we propose a novel learning framework. The agents adeptly distill insights from past experiences, refining and updating existing notes to enhance their performance in the environment. This entire process transpires within the memory components and is …
abstract agents alignment data environment exploration framework human insights inspiration intelligent machinelearning memory novel pivotal process research role summarizing
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