Pinned Repositories
5gm-data
Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)
aloha-sim
Pure ALOHA scheme simulation in Python
AoI_RL
Reinforcement learning based scheduling algorithm for optimizing AoI in URLLC networks
comms_rl
Deep-Reinforcement-Learning-for-Dynamic-Spectrum-Access
Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication
End-to-End-Learning-of-Communications-Systems-Without-a-Channel-Model
Implementation of research paper: End-to-End Learning of Communications Systems Without a Channel Model
irsa_python
Implementation of Irregular Repetition Slotted ALOHA protocol.
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
slotted-aloha-simulation-python
Has Aloha Simulation in it
SlottedAloha
Tutorial on modeling and performance analysis of Slotted ALOHA protocol.
majadoon's Repositories
majadoon/SlottedAloha
Tutorial on modeling and performance analysis of Slotted ALOHA protocol.
majadoon/aloha-sim
Pure ALOHA scheme simulation in Python
majadoon/AutoEncoder-Based-Communication-System
Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning for the Physical Layer" http://ieeexplore.ieee.org/document/8054694/
majadoon/decentralized_qlearning_resource_allocation_in_wns
majadoon/deeprm
Resource Management with Deep Reinforcement Learning (HotNets '16)
majadoon/Duel_DDQN
Duel_DDQN (Dueling Network Architectures + Double DQN) using Keras
majadoon/Intro_to_ML_Lecture_Note
majadoon/irsa
A Matlab implementation of the Irregular Repetition (Diversity) Slotted Aloha MAC layer
majadoon/MultichannelDQN-channelModel
majadoon/Recurrent-Deep-Q-Learning
Solving POMDP using Recurrent networks
majadoon/reinforcement-learning
Minimal and Clean Reinforcement Learning Examples
majadoon/Sequential-RNN-Decoder
Sequential RNN Decoder Code for 'Communication Algorithms via Deep Learning' ICLR paper
majadoon/slotted-aloha
Simulation of a multiaccess system using the slotted ALOHA protocol
majadoon/VizDoom-Keras-RL
Reinforcement Learning in Keras on VizDoom