ML Engineer II, Navigation
Tasks
- Analyze field behavior and retrain models
- Build imitation learning pipelines
- Build regression tests and scenario replay
- Define navigation success metrics
- Develop learning-based navigation models
- Implement simulation-based refinement
- Integrate learned policies with safety systems
Perks/Benefits
- N/A
Skills/Tech-stack
Decision Making | Imitation Learning | PyTorch | Python | ROS | Reinforcement Learning | Robotics | Sequential decision making | Simulation | Transformers | Vision-language | Vision-language-action
Education
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