Search Results for author: Barış Akgün

Found 4 papers, 0 papers with code

Privileged to Predicted: Towards Sensorimotor Reinforcement Learning for Urban Driving

no code implementations18 Sep 2023 Ege Onat Özsüer, Barış Akgün, Fatma Güney

Reinforcement Learning (RL) has the potential to surpass human performance in driving without needing any expert supervision.

Autonomous Driving Imitation Learning +2

FLAGS Framework for Comparative Analysis of Federated Learning Algorithms

no code implementations14 Dec 2022 Ahnaf Hannan Lodhi, Barış Akgün, Öznur Özkasap

This work consolidates the FL landscape and offers an objective analysis of the major FL algorithms through a comprehensive cross-evaluation for a wide range of operating conditions.

Federated Learning

State-of-the-art Techniques in Deep Edge Intelligence

no code implementations3 Aug 2020 Ahnaf Hannan Lodhi, Barış Akgün, Öznur Özkasap

However, the centralization of computational resources and the need for data aggregation have long been limiting factors in the democratization of Deep Learning applications.

Edge-computing Federated Learning

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