Definition
An extra training signal added alongside the main objective to teach a model a side skill.
A secondary training objective combined with the primary loss to inject additional supervision; in ECHO, next-token cross-entropy on environment-produced tokens layered onto GRPO with a small weight coefficient.
Also called: auxiliary objective