4h ago

Research Intern - Reinforcement Learning, Self-Driving

Sunnyvale, California, United States
internshipautonomous driving

Description

As a Research Intern, you will conduct cutting-edge research in reinforcement learning for autonomous driving and robotics. You'll work with leading experts, access millions of miles of fleet data, and deploy your methods into real-world systems including self-driving cars and humanoid robots. Your contributions will directly impact customers' programs and the company's business value.

Requirements

  • Strong research background in relevant RL topics
  • Ability to work independently and collaboratively
  • Current PhD or MSc studies in machine learning, computer vision, graphics, or robotics
  • Passion for next-generation scalable autonomy and robotics

Responsibilities

  • Conduct research on reinforcement learning topics including large-scale self-play RL and VLA post-training
  • Work on large-scale closed-loop RL based on neural simulation for autonomous driving
  • Investigate fundamental RL topics and imitative behavior learning
  • Collaborate with Research Scientists and Engineers on high-quality publications
  • Contribute to and learn from best practices in autonomy and robotics industries
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