Developed and globally open-sourced by China Merchants Lion Rock AI Lab, LionRock-Zero is a proprietary intelligent agent built as a reinforcement learning training and inference system. It significantly cuts down manual intervention in agent reinforcement learning workflows, while resolving the heavy reliance of prevailing platforms on prompt engineering and intricate system orchestration. Empowering models with self-learning capabilities such as exploration, verification and memorization, the framework is set to open a new chapter of autonomous evolution in the R&D and application of intelligent agents, and fuel sustained advancement across artificial intelligence, particularly in the realm of Agentic AI.