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Robots can now learn to navigate diverse terrains continuously and without human labels, adapting to new environments and even transferring skills across different robot types.
Current autonomous driving metrics miss the most dangerous perception errors: effort-based metrics reveal that up to 93% of errors are non-critical and identify the failures that truly matter for safety.
