Externalise the Memory: A Pre-Registered Study of Where an Embodied Agent's Experience Should Live.

arXiv:2610.30478v1 Announce Type: cross Abstract: Should an embodied agent's experience be baked into its policy weights, or kept external and retrieved at inference? A memory-augmented teacher (a VLM that retrieves lessons, with their episode images, from its