Evolving-RL: End-to-End Optimization of Experience-Driven Self-Evolving Capability within Agents

Zhiyuan Fan, Wenwei Jin, Feng Zhang +4

Experience-driven self-evolving agents aim to overcome the static nature of large language models by distilling reusable experience from past interactions, thus enabling adaptation…