Belayer: Efficient Fault Tolerance for LLM Agentic RL Training

Jiecheng Zhou, Qinghao Hu, Peng Sun +2

Large language model (LLM) agents are increasingly trained with reinforcement learning in long-horizon, sandboxed environments. Unlike conventional RL, agentic RL couples GPU-inten…