Robotics AI Engineer
Tasks
- Analyze failure modes
- Apply domain adaptation techniques
- Build data pipelines for policy iteration
- Build simulation environments
- Close the sim to real gap through debugging
- Collaborate with hardware engineers to improve policy robustness
- Design and train imitation learning policies
- Design and train reinforcement learning policies
- Instrument robot deployments
- Run experiments on physical robots
Perks/Benefits
Skills/Tech-stack
Control Theory | Domain Adaptation | Domain Randomization | Imitation Learning | IsaacGym | IsaacLab | JAX | Machine Learning | Mujoco | Noise Injection | PyTorch | Python | Reinforcement Learning | Simulation | System Identification | Trajectory Optimization
Education
N/A
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