Learning from Revision Consequences: Hindsight Meta-Experience Distillation for Self-Improving Agents.

arXiv:2610.07979v1 Announce Type: new Abstract: As agents continuously improve by generating and revising Skills, the process that discovers and refines those Skills becomes a learnable object in its own right. Task-Skills directly act on task execution, where