Tag
Echo-Memory presents a controlled study of memory mechanisms in action-conditioned world models, revealing that memory structure and capacity significantly impact open-domain return performance beyond replay fidelity. The study introduces a matched evaluation protocol and finds that raw context and state-space recurrence are strong mechanisms.