Design navigation-safety simulation parameters and experiments
Company: Zoox
Role: Data Scientist
Category: Machine Learning
Difficulty: medium
Interview Round: Technical Screen
Overview: Design a simulation-based safety evaluation for a self-driving agent: choose which scene parameters to vary, how to sample them, and what to measure. Estimate a collision rate near one in 10,000 miles without bias under a fixed compute budget, and show the results carry over to real roads.
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