Iterative GRPO: Batch-Online Multi-Turn RL via Single-Turn RLHF

Daniel R. Jiang, Ankur Samanta, Yukai Yang +3

Practical LLM agents often operate over multi-turn conversations where success is determined only after the full interaction ends. Most multi-turn RL methods train via on-policy ro…