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proximity

A Machine Learning Approach for Power Allocation in HetNets Considering QoS

qd-realization

A quasi-deterministic (Q-D) channel implementation in MATLAB software

rec-sys-survey

Experiment codes for "Review of Attribute-Aware Collaborative Filtering Based Recommender Systems"

recsys_course_at_polimi

This is the official repository for the Recommender Systems course at Politecnico di Milano.

reinforcement-learning

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

reinforcement-learning-1

This repository contains the code to the corresponding blog post: Reinforcement learning – Part 1: Introduction to Q-learning.

resource-allocation-using-deeprl

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

resourceallocationreinforcementlearning

intial version

resourceallocationv2xgraph

Graph-based resource sharing in vehicular communication, IEEE Transactions on Wireless Communications

rician-cell-free

Simulation code for “Performance of Cell-Free Massive MIMO with Rician Fading and Phase Shifts,” by Özgecan Özdogan, Emil Björnson, Jiayi Zhang, IEEE Transactions on Wireless Communications, vol. 18, no. 11, pp. 5299-5315, November 2019

salmanmohebi

About me!

scalable-cell-free

Simulation code for “Scalable Cell-Free Massive MIMO Systems,” by Emil Björnson and Luca Sanguinetti, IEEE Transactions on Communications, to appear.

sched_net

scheduler

self-adaptation_via_rl

Reinforcement Learning for Self Organization and Power Control of Two-Tier Heterogeneous Networks

skild

snn4hrl

Stochastic Neural Networks for Hierarchical Reinforcement Learning

sp_cup_2021

This repository contains the description of the IEEE Signal Processing Cup 2021. Everyone is welcome to join this cup!

spinningup

An educational resource to help anyone learn deep reinforcement learning.

tensorflow-2-public

tensorflow2-deep-reinforcement-learning

Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"

tensorflow2.0-for-deep-reinforcement-learning

TensorFlow 2.0 for Deep Reinforcement Learning. :octopus:

tensorforce

Tensorforce: a TensorFlow library for applied reinforcement learning

uara

J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEEE GLOBECOM 2019.

vision_transformer

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vit-tensorflow

Vision Transformer Cookbook with Tensorflow

wireless-suite