Retrospective In-Context Learning for Temporal Credit Assignment with Large Language Models

Wen-Tse Chen, Jiayu Chen, Fahim Tajwar +4

Learning from self-sampled data and sparse environmental feedback remains a fundamental challenge in training self-evolving agents. Temporal credit assignment mitigates this issue…