Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks.

arXiv:2610.11794v1 Announce Type: new Abstract: Learning to act in unfamiliar environments requires agents to infer how the world works and revise that understanding as new evidence arrives. Yet limited observations can support multiple world models that expla