on tailoring world models for effective use in policy learning and evaluation for autonomous vehicles. In this role... substrates for safe and robust policy optimization and evaluation. Responsibilities Develop and refine world models...
such as Policy Evaluation, Failure Detection and Mitigation, and Active Learning in the context of Large Behavior Models (LBMs... is at the forefront of this emerging field by applying insights from foundation models, including large-scale pre-training...
, evaluation, and inference, ensuring models operate efficiently in production. Work closely with engineering teams to deploy... models in a production environment, addressing real-world constraints such as latency, interpretability, and scalability...