The paper introduces KnowSelf, a novel approach for LLM-based agents that enhances decision-making through knowledgeable self-awareness, improving planning efficiency while minimizing external knowledge reliance.

https://arxiv.org/abs//2504.03553

YouTube: https://www.youtube.com/@ArxivPapers

TikTok: https://www.tiktok.com/@arxiv_papers

Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016

Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers