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deep-reinforcement-learning-python

Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks

deeprm

Resource Management with Deep Reinforcement Learning (HotNets '16)

deepsara

Admission Control and Resource Allocation mechanism for 5G Core Network Slicing based on Reinforcement Learning and Deep Learning

diral

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

double-deep-q-learning-for-resource-allocation

Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"

drl-cran

drl-cran

end2end_gan

Conditional GAN based End-to-End Communication System

mec_drl

Deep reinforcement learning for mobile edge computing

noma_with_reinformcement

Optimizing resource allocation with deep reinforcement learning

paper-code-for-machine-learning-based-wireless-communication-optimization-problems

A collection for Paper/code for Wireless Communication Optimization Problems with PyTorch based DL

reinforcement-learning-in-an-edge-computing-environment

resource-allocation-using-deeprl

Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks

resourceallocationreinforcementlearning

intial version

supervised-deep-learning-for-radio-resource-allocation

A supervised deep learning based resource allocation scheme for multi-cell wireless system.

uara-drl

This repository contains the implementation codes of deep reinforcement learning (DRL) in user association and resource allocation in heterogenous networks. The model is basd on deep-Q-network (DQN) and DDQN.

wireless-resource-allocation-by-reinforment-learning