NVIDIA PivotOPD Teaches Multi-Turn AI Agents to Recover From Pivotal Mistakes NVIDIA's PivotOPD trains multi-turn agents to recover from pivotal mistakes and beats 13 baselines on ALFWorld, WebShop, Search-QA. Published: 2026-10-08