[논문리뷰] TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown SchemasarXiv에 게시된 'TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas' 논문에 대한 자세한 리뷰입니다.#Review#Text-to-SQL#Unknown Schema#Multi-Turn Reinforcement Learning#Tool Integration#POMDP#Dual-Track GRPO#Schema Grounding#Hallucination2026년 3월 17일댓글 수 로딩 중
[논문리뷰] Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMsLihong Li이 arXiv에 게시한 'Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs' 논문에 대한 자세한 리뷰입니다.#Review#Multi-Turn Reinforcement Learning#LLM Agents#Proximal Policy Optimization (PPO)#Turn-Level MDP#Advantage Estimation#Generative AI#Deep Reinforcement Learning2025년 12월 21일댓글 수 로딩 중