Agents

Trace Evolution Bench: Measuring Whether Agents Improve from Their Own Environment Traces

Single source1 source14 Oct 2026

arXiv:2610.15055v1 Announce Type: new Abstract: Self-evolving agents are usually scored by endpoint Gain: held-out success after an update minus success before.

Reported by 1 source

arxiv.orghttps://arxiv.org/abs/2610.15055

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