{"type":"link","version":"1.0","title":"Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Reward Design","author_name":"AI Archs","author_url":"https://ai-arch.pages.dev","provider_name":"AI Archs","provider_url":"https://ai-arch.pages.dev","url":"https://ai-arch.pages.dev/n/arxiv2505.11821","thumbnail_url":"https://ai-arch.pages.dev/og/arxiv2505.11821.png","thumbnail_width":1200,"thumbnail_height":630}