🪄 Skills: PythonMachine LearningProduct Development
Requirements:
There are no educational requirements. We're more interested in projects you've worked on - both on the job and on the side.
The ideal candidate will have excellent Python skills.
Adept in at least one ML framework (PyTorch, TensorFlow, etc.).
Experience in reinforcement learning, particularly in closing the sim2real gap, sparse rewards, offline learning, and unsupervised exploration techniques is highly desirable.
Responsibilities:
Develop policies for tasks ranging from low-level aircraft control to high-level task assignment.
Transition policies to a number of physical unmanned vehicles and evaluate performance in the field.
Incorporate new aircraft/sensor models and simulation environments into our multi-fidelity hierarchical M&S framework.