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agentic RL 1context management 1credit assignment 1long-horizon tasks 1memory compression 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

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

Zijun Xie, Binbin Zheng, Enlei Gong +7

The paper introduces ECHO, a framework that compresses each interaction turn of a language agent into indexed memory records and selectively reconstructs context for decision makin…