maile2108's repositories
FedUnfolding
Federated Unfolding Learning for CSI Feedback in Distributed Edge Networks
Basics-of-Spectral-Graph-Theory
Website of IEEE Finland Jt. Chapter SP/CAS
LyDROO
Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks
FEDL-INFOCOM
Federated Learning over Wireless Networks
Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
DDPG
Implimenting DDPG Algorithm in Tensorflow-2.0
keras-io
Keras documentation, hosted live at keras.io
CRNOMA_DDPG
A DDPG based reinforcement learning algorithm for cognitive radio inspired non-orthogonal multiple access (CR-NOMA) systems
BAC-COM-for-6G-umMTC
On the Application of BAC-NOMA to 6G umMTC
DDPG-With-EnvBSS
Resource Constrained Deep Reinforcement Learning With Gym-BSS Environment
Deep-Reinforcement-Learning-Hands-On
Hands-on Deep Reinforcement Learning, published by Packt
Deep-Learning-for-Non-Orthogonal-Multiple-Access
Deep Learning Implementation of Non Orthogonal Multiple Access (NOMA)
DROO
Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks
DeepLearning_MIMO-NOMA
Realization of MIMO-NOMA signal detection system based on **C. Lin et al., “A deep learning approach for MIMO-NOMA downlink signal detection,” MDPI Sensors, vol. 19, no. 11, pp. 2526, 2019.
DRL-wireless-networks
Implementation of deep reinforcement learning for optimizing the beams and predicting the blockage events
ProximalPolicyOptimizationKeras
This is a deterministic Tensorflow 2.0 (keras) implementation of a Open Ai's proximal policy optimization actor critic algorithm PPO.
RL-PPO-Keras
Proximal Policy Optimization(PPO) with Keras Implementation
Spectrum-Power-Allocation
Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks code
Power-Control-asilomar
Asilomar 2020 code for Deep Actor-Critic Learning for Distributed Power Control in Wireless Mobile Networks
NOMA_with_reinformcement
Optimizing resource allocation with deep reinforcement learning
RL-for-binary-computation-offloading-in-wireless-powered-MEC-networks
It's a implementation about the paper Liang Huang, Suzhi Bi, and Ying-jun Angela Zhang, "Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks", on https://ieeexplore.ieee.org/document/8771176
Deep-Q-Learning-based-Downlink-Power-Allocation
A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.
DynamicMultiChannelRL
Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks"
stochastic-optimization
Sequential Decision Problem Modeling Library @ Castle Lab, Princeton Univ.
Actor-Critic-Based-Resource-Allocation-for-Multimodal-Optical-Networks
Source code of 2018 GLOBECOM paper named "Actor-Critic-Based Resource Allocation for Multimodal Optical Networks"
terraform-nomad-consul-traefik
Learning create infra with Packer, Terraform, Nomad, Consul and Traefik