Systems can use "latent representations" (deep features) of raw environment data to detect anomalies. If the current environment looks "unfamiliar" based on these features, the AI can automatically trigger a help request.
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Unlike basic "handcrafted" features (like simple error codes), deep features capture complex patterns—such as visual navigation cues or path lengths—to decide if intervention is needed. Systems can use "latent representations" (deep features) of