Sula889

Sula889's Stars

• pawerrs/ImpulseResponseInVLCModel

  Python implementation of impulse response in Visible Light Communications system using MMC method.

  Language:Python2

• david-abel/simple_rl

  A simple framework for experimenting with Reinforcement Learning in Python.

  Language:Python27295

• douglaskataki/Optical-Wireless-Communications

  Códigos feitos para VLC

  Language:MATLAB82

• Tapanraj/Clustering-Customer-Demand

  Clustering Electricity Usage of a Customer by Hour using Kmeans algorithm.

  Language:Python3

• wojiushimogui/kmeans

  kmeans算法的python实现

  Language:Python6043

• patilvijay23/MLinPython

  Language:Jupyter Notebook46

• vishnupriyaguddeti/Optimal-Edge-Server-Placement-using-K-means-and-PSO

  Optimal placement of edge servers using K-means Clustering and Power allocation using Particle Swarm Optimization

  Language:MATLAB122

• baturaysaglam/RIS-MISO-PDA-Deep-Reinforcement-Learning

  Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning Under the Phase-Dependent Amplitude Model

  Language:Python6716

• Haoran-S/DeepMIMO

  Use DeepMIMO dataset to generate samples for wireless power allocation

  Language:MATLAB102

• Haoran-S/TSP-DNN

  Training Deep Neural Networks for Wireless Resource Management

  Language:Python13350

• LxzGordon/Deep-Reinforcement-Learning-with-pytorch

  Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

  Language:Python8917

• le-liang/ResourceAllocationDelayedCSI

  Spectrum and power allocation for vehicular communications with delayed CSI feedback, IEEE Wireless Communications Letters

  Language:MATLAB6824

• dennybritz/reinforcement-learning

  Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

  Language:Jupyter Notebook20.6k6k

• MorvanZhou/Reinforcement-learning-with-tensorflow

  Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

  Language:Python8.9k5k

• Riashat/generative-models

  Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

  Language:Python11

• Riashat/K-Means-Clustering

  An implementation of K Means Clustering algorithm in Python and some applications

  1

• Riashat/Q-Learning-SARSA-Policy-and-Value-Iteration

  Implementation of basic reinforcement learning algorithms (Q-learning, SARSA, Policy iteration and Value Iteration) on benchmark RL MDPs (GridWorld, SmallWorld and CliffWorld)

  Language:Matlab3615

• AnirbanBanik1998/SPARQ

  Mobility-aware Dynamic Joint Power Control and Resource Allocation for D2D underlaying cellular networks

  Language:Python122

• lazyprogrammer/machine_learning_examples

  A collection of machine learning examples and tutorials.

  Language:Python8.4k6.3k

• vmayoral/basic_reinforcement_learning

  An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

  Language:Jupyter Notebook1.1k357

• tech-quantum/techquantum-demos

  Sharing examples, demos showcased in the tech-quantum blogs

  Language:Jupyter Notebook4446

• andjelatodorovic/Deep_MLO

  Language:Jupyter Notebook1

• ishfaq06/Mobility-Prediction-using-Deep-Learning

  Different types of Deep Learning model is used to predict users' mobility using cells and location data available at http://realitycommons.media.mit.edu/RealityMining.zip

  Language:MATLAB42

• ishfaq06/Supervised-Deep-Learning-for-Radio-Resource-Allocation

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

  Language:Python157

• ishfaq06/Deep-Q-Learning-based-Downlink-Power-Allocation

  A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.

  Language:Python2112

• fakemonk1/Reinforcement-Learning-Lunar_Lander

  Language:Python4614

• fdasilva59/Udacity-Deep-Reinforcement-Learning-Nanodegree

  Repository for the Udacity Deep Reinforcement Learning Nanodegree

  Language:Jupyter Notebook116

• ShangtongZhang/reinforcement-learning-an-introduction

  Python Implementation of Reinforcement Learning: An Introduction

  Language:Python13.6k4.8k

• chestapahuja/neural-network-from-scratch

  Language:Jupyter Notebook2

• francescotorregrossa/deep-reinforcement-learning-nanodegree

  Exercises and projects from Udacity's Nanodegree

  Language:Jupyter Notebook3