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multi-turn reinforcement learning

7 papers

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Co-occurring keywords · papers mentioning both

large language model (2) process reward (2) policy optimization (2) reinforcement learning (2) explicit policy optimization (1) agentic language model (1) turn-level mdp (1) agentic framework (1) task success (1) execution feedback (1)

Papers

Experience-driven Multi-turn Reinforcement Learning for GUI Agents ACL 2026 SQL-Trail: Multi-Turn Reinforcement Learning with Interleaved Feedback for Text-to-SQL ACL 2026 TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards ACL 2026 Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs EACL 2026 EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning ACL 2025 Training Language Models to Self-Correct via Reinforcement Learning ICLR 2025 WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning EMNLP 2025