Machine Learning Engineer - Robot Learning (Reinforcement Learning)
Path Robotics, Columbus, Ohio
What you will do
- Train RL policies for high-precision manipulation in large-scale, GPU-parallel simulation.
- Transfer policies from simulation to real industrial robots, using vision and force/torque sensing.
- Scale from task-specific policies to generalist models that handle new parts without retraining.
- Combine foundation models (VLAs, world models) with RL to solve long-horizon assembly tasks.
- Deploy and evaluate policies on real robotic cells with customers, and use the results to improve the models.