Xiaohongshu's Evolving-RL: A New Paradigm for Self-Evolving AI Agent Skills

Researchers from Xiaohongshu (RED), the influential Chinese lifestyle and social commerce platform, have published Evolving-RL, a novel reinforcement learning framework that enables AI agents to autonomously evolve their skills through experience, without requiring separate modules for skill extr...