ProRL Agent: Rollout-as-a-Service for RL Training of Multi-Turn LLM Agents

Hao Zhang, Mingjie Liu, Shaokun Zhang +10

Multi-turn LLM agents are increasingly important for solving complex, interactive tasks, and reinforcement learning (RL) is a key ingredient for improving their long-horizon behavi…