Spring 2022: Autonomous Vehicle Research Intern- Rulebooks (ML)
AUTONOMOUS VEHICLE RESEARCH INTERN: RULEBOOKS (ML)
THE RULEBOOKS TEAM FORMALIZES THE DESIRED BEHAVIORAL SPECIFICATIONS OF OUR VEHICLES AS MANY, POTENTIALLY CONFLICTING, RULES WITH DIFFERENT PRIORITIES. IN THIS ROLE, YOU WILL SUPPORT THE TEAM'S EFFORT ON LEARNING THE PRIORITIES OF RULES AND POTENTIAL TRADE-OFFS BETWEEN VIOLATION OR SATISFACTION OF CONFLICTING RULES FROM NATURALISTIC DRIVING BEHAVIOR AND/OR PREFERENCE-BASED DATASETS (SEE HTTPS://ARXIV.ORG/ABS/2107.13507, HTTPS://ARXIV.ORG/ABS/2106.11810 ). YOU WILL USE RECENT ADVANCES IN DEEP LEARNING TO IDENTIFY THE PRIORITIES OF RULES, AND PREDICT OPTIMAL TRAJECTORIES FOR THE AV IN VARIOUS DRIVING SCENARIOS.
WHAT YOU'LL BE DOING
WHAT WE'RE LOOKING FOR
BONUS POINTS (NOT REQUIRED)
WHY YOU SHOULD JOIN US
Motional has been revolutionizing driverless technology for decades. Our DNA — a joint venture between automotive technology expert Aptiv and vehicle manufacturing leader Hyundai Motor Group — uniquely positions us to fundamentally change the way the world moves. Do you want to be part of shaping the future of mobility?