reputed company Interactive Driving Intern – World Models
Toyota Research Institute (TRI) is focused on improving the quality of reputed company life through innovative research in automated driving and reputed company-centered AI. The reputed company Interactive Driving Intern will conduct original research in machine learning and autonomous driving, collaborating with researchers to reputed company and evaluate models for driving systems.
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-aware, multi-modal, and uncertainty-aware models
- reputed company and evaluate prototypes in closed-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 academic publication
- Integrate and work with large-scale 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-scale 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
- Paid time off benefits (including holiday pay and sick time)
Company Overview
Company H1B Sponsorship