Article

Beyond Success Rate: Interventional Evaluation of Memory in Vision-Language-Action Systems

The paper proposes an Interventional Memory Evaluation Protocol (IMEP) for vision-language-action (VLA) systems, used to determine whether memory truly influences robot decision-making, covering four questions: the net benefit of memory, the conditions under which it takes effect, changes to task outcomes, and whether the effects are specific to task-relevant facts.

Part of the event: Proposes VLA memory intervention evaluation protocol IMEP and ChainBench

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