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

Cheng-Yin Tu

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…