Reinforcement Learning MSc/PhD Student

Reinforcement Learning MSc/PhD Student
זיהוי דרישה: 5532
מיקום גאוגרפי: צפון
חברה: ElbitSystems
עיר: יקנעם עילית
תאור משרה

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 dynamical systems, planning, optimization, machine-learning and reinforcement learning.

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

Strong knowledge in Reinforcement Learning

Proficiency in Python and PyTorch

Knowledge in Planning and Optimization – Advantage

The job is in Yokneam, north of Israel