{"type": "article", "title": "From Static Context to Calibrated Interactive RL: Mitigating Distribution Shift in Multi-turn Dialogue with Aligned Simulator", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/from-static-context-to-calibrated-interactive-rl-mitigating-distribution-shift", "original_source": "https://arxiv.org/abs/2605.26403", "published": "2026-05-27T04:00:00+00:00", "accessed": "2026-07-15", "id": "from-static-context-to-calibrated-interactive-rl-mitigating-distribution-shift"}