ECHO: Prune To Act, Trace To Learn With Selective Turn Memory In Agentic RL

Zijun Xie, Binbin Zheng, Enlei Gong +7

Long-horizon language agents must repeatedly interact with tools, accumulate evidence, and make decisions under bounded context windows. Context-management methods make such rollou…