Search Results for author: Haydar Qarawlus

Found 2 papers, 2 papers with code

Distributed Online Service Coordination Using Deep Reinforcement Learning

1 code implementation • 7 Jul 2021 • Stefan Schneider, Haydar Qarawlus, Holger Karl

To address these issues, we propose a distributed self-learning service coordination approach using DRL.

reinforcement-learning Reinforcement Learning (RL) +2

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Code

Self-Driving Network and Service Coordination Using Deep Reinforcement Learning

1 code implementation • 2 Nov 2020 • Stefan Schneider, Adnan Manzoor, Haydar Qarawlus, Rafael Schellenberg, Holger Karl, Ramin Khalili, Artur Hecker

While this typically works well for the considered scenario, the models often rely on unrealistic assumptions or on knowledge that is not available in practice (e. g., a priori knowledge).

reinforcement-learning Reinforcement Learning (RL)

Paper
Code

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