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Comment on Google Self-Driving Car Project Monthly Report [pdf]parent

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You can use recorded data in a simulated environment to test new software in an accelerated manner.

The problem is: the car interacts with its environment. When a new algorithm kicks in, the car will behave differently, and as a result the input data will be different, and thus the recorded data will have lost its relevance.

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