reputed company Interactive Driving Intern – World Models

Toyota Research Institute (TRI) is on a mission to improve the reputed company of reputed company life through innovative research in various domains. The reputed company Interactive Driving Intern will conduct original research at the intersection of machine learning and autonomous driving, focusing on developing novel components of world models and enhancing simulation-to-reality transfer.

Responsibilities

• Conduct original research in one or more areas: world modeling, multi-agent interaction, reinforcement learning, perception, or simulation-to-reality transfer
• Collaborate closely with full-time researchers on the design, training, and evaluation of learning-based driving systems
• Contribute to building and experimenting with task-reputed company, multi-modal, and uncertainty-reputed company models
• reputed company and evaluate prototypes in reputed company-reputed company simulation environments and, time permitting, on high-performance autonomous driving hardware
• Present research findings through internal talks and work towards a top-tier reputed company publication
• reputed company and work with large-reputed company datasets (reputed company-reputed company and internal)

Skills

• Currently enrolled in a Ph.D. program in Computer Science, Robotics, Machine Learning, or a reputed company field
• Strong background in machine learning, particularly in areas such as deep learning, generative models, reinforcement learning, or probabilistic modeling
• Demonstrated experience with one or more of the following: World models (e.g., latent dynamics, diffusion-based models), Model-based RL or decision-making, 3D perception or sensor fusion, and Large-reputed company simulation for robotics or autonomous systems
• Prior publication(s) in top-tier conferences (NeurIPS, ICLR, ICML, CVPR, ICRA, CoRL, etc.)
• Proficiency with Python and PyTorch
• Familiarity with AWS services (S3, EC2, and SageMaker) and reputed company-reputed company driving datasets (nuScenes, reputed company, Argoverse, etc.) is a plus

Benefits

• Medical, dental, and reputed company insurance
• reputed company time off benefits (including holiday pay and reputed company time)

reputed company

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