10 Open-Source Reinforcement Learning Frameworks for Training AI Agents

A practical roundup of 10 open-source reinforcement learning (RL) training frameworks for AI agents, covering tools optimized for GRPO, RLHF, scalable rollouts, multi-turn agents, long-horizon tasks, and multi-agent workflows. The article compares frameworks like OpenPipe ART, Ve