2027 Summer Intern, PhD, Research, AV Planning

Tech Stack

Responsibilities

• Design, implement, and benchmark a system where LLM meta-agents generate and refine reward functions for autonomous driving policies
• Diagnose policy failure modes, reward exploitation, and multi-objective trade-offs to integrate into automated discovery loops
• Collaborate with scientists and engineers to transfer validated reward formulations into planner recipes
• Document research outcomes and prepare findings for internal tech transfers and potential conference publication

Benefits

• Equity

Culture

Requirements