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1229434138

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[交流] PhD position at Telecom Sud Paris - Institut Polytechnique de Paris

professor afifi and moungla propose a new phd at telecom sud paris - institut polytechnique de paris.

thesis title: machine learning enablers for autonomous vehicles

ph.d directors: h.afifi, h. moungla

abstract
autonomous vehicles require a large set of control and guidance information. keeping the vehicle cost low and its performance and safety as
high as possible requires to introduce machine learning in many stages of the vehicle operation and journey. edge cloud is a virtual technology
that can be used for such a purpose. yet, it requires to be adapted to the vehicle constraints such as realtime decision making, agregation and
data fusion of different information sources. manage particular elements of autonomous vehicles to improve their performance. examples of
such collaborative decision making can be traffic fluidification. autonomy management. safety and hasard improvment. remote control of
driving in emergency situations. training and transfer learning of new driving algorithms.

this ph.d. will study the introduction of edge computing and virtualization in autonomous vehicle driving, including drones. the thesis covers
theoretical aspects such as optimization techniques and applied aspects such as using neural networks for training, reinforcement and
classification and finally it have applications on cloud plateforms.

deadline application : 11/2021 (end of nov)

contact email: hossam.afifi@telecom-sudparis.eu, hassine.moungla@u-paris.fr
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