TL;DR of the paper, generated automatically.

A survey of self-improving multimodal agents across reasoning, generation, navigation and manipulation.

• Finding: self-improvement transfers unevenly between the four scenarios.
• Method: each mechanism is judged portable, conditional, blocked or redundant.
• Caveat: verdicts are untested; the paper names checks that could overturn them.