Autonomous Navigation and Perception via Deep Learning

Autonomous Navigation and Perception via Deep Learning


In this project we shall investigate approaches to address autonomous navigation and perception in unknown environments via deep learning. Specific project objectives will be determined together with the student(s).

Prerequisites:

  • Strong programming skills (preferably Python or C++). Background in (deep) reinforcement learning, computer vision, robotics is an advantage.

Academic supervisor:

  • Prof. Vadim Indelman mail

Duration: 1 or 2 semesters