SIRI: Self-Internalizing Reinforcement Learning with Intrinsic Skills for LLM Agent Training 事件

SIRI: Self-Internalizing Reinforcement Learning with Intrinsic Skills for LLM Agent Training arXiv:2606.02355v1 Announce Type: new Abstract: Long-horizon LLM agents can benefit from reusable skills, yet existing skill-based methods often rely on external skill generators during training or persistent skill retrieval at inference, increasing engineering complexity, context length, and deployment latency. We propose Self-Internalizing Reinforcement learning with Intrinsic skills (SIRI), a three-p