TSR: Trajectory-Search Rollouts for Multi-Turn RL of LLM Agents.

arXiv:2602.11767v4 Announce Type: replace Abstract: Advances in large language models (LLMs) are driving a shift toward using reinforcement learning (RL) to train agents from iterative, multi-turn interactions across tasks. However, multi-turn RL remains chall