SSRL: Self-Search Reinforcement Learning

The paper explores using large language models as efficient simulators for reinforcement learning tasks, introducing Self-Search RL to enhance internal knowledge utilization and reduce reliance on external search engines. https://arxiv.org/abs//2508.10874 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