Research shows that 11 billion miles road test is need to show Autonomous Driving function is safer than an average human driver. Most of the companies are solving this challenge using simulations and a test scenario database. However, according to our estimation, a test scenario database with at least several millions scenarios could be adequate for covering 11 billion miles road test. By comparing different ways of creating test scenarios, we believe crowdsourcing is the only way that could ensure good coverage of odd scenarios.
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