VenusRL: A Fully Disaggregated Agentic RL System with Priority Scheduling and Scalable Interaction

Mingjun Zhang, Yucheng Li, Menghao Zhang +15

Agentic Reinforcement Learning (RL) trains LLM agents through multi-turn interactions with external tool environments. Its multi-turn nature exposes two system-level bottlenecks un…