Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication

1 code implementation • 11 Oct 2020 • Alperen Gündogan, H. Murat Gürsu, Volker Pauli, Wolfgang Kellerer

In a congested scenario, allocation of unique resources for each vehicle becomes infeasible and a congested resource allocation strategy has to be developed.

Distributed Optimization Multi-agent Reinforcement Learning +3

Veni Vidi Dixi: Reliable Wireless Communication with Depth Images

no code implementations • 4 Dec 2019 • Serkut Ayvaşık, H. Murat Gürsu, Wolfgang Kellerer

VVD leverages the redundant information in depth images obtained from the surveillance cameras in the communication environment and utilizes Convolutional Neural Networks CNNs to map the depth images of the communication environment to complex wireless channel estimations.