Reinforcement Learning MSc/PhD Student

Job description

The Land division of Elbit Systems provides integrated solutions to the defense sector, and is a major part in ensuring the safety of Israeli citizens and defense forces. At the AI and Algorithms Group we develop cutting edge algorithms for a wide range of systems, from autonomous vehicles to drones and more. We tackle problems in the areas of 3D-perception, computer-vision and decision making, using Deep Learning and Reinforcement Learning methods.

We are looking for a graduate student to join us in developing decision-making algorithms for a range of projects. We are interested in someone with a good understanding of RL, a hands-on approach, systems thinking and creativity.

Responsibilities

• Develop algorithms to solve real decision-making problems for autonomous systems using Reinforcement Learning, Imitation Learning, Planning and Optimization methods
• Contribute to infrastructure for machine learning pipelines
• Integrate solutions in physical systems and verify them in tests
• Take part in research projects aimed at developing novel methods for future applications

Requirements

• Currently a MSc\PhD student in CS\EE\Related field
• Proficiency in Python and PyTorch
• Strong knowledge in Reinforcement Learning
• Knowledge in Planning and Optimization - Advantage

The job is located in Yokneam, north of Israel.