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So self driving systems are based on machine learning, and thus does not have regular (deterministic) unit tests. They will mainly be tested on past data, but t
by streetcat1 7y ago
So self driving systems are based on machine learning, and thus does not have regular (deterministic) unit tests. They will mainly be tested on past data, but the end results are always probabilistic. I.e. no one (not even musk himself) know how the car would behave when it see something that it was not trained on.
- copperx 7y agoI've always wondered whether there's a bunch of conditional statements constraining the output of the probabilistic model. That would seem like the logical thing to do, but I'm not that familiar with ML to know whether such thing is needed or not.