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deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

deployment-of-3d-wireless-sensor-network-within-forest-based-on-genetic-algorithm

Considering the complex terrain forest, the optimal deployment scheme of wireless sensor network is to ensure that the 3D forest is covered as much as possible under the condition that all sensors are 100% connectivity.

distributed-deep-q

Project for CME 323: Distributed Algorithms and Optimization

dl-massive-mimo

DL tackling Massive-MIMO problems

dl-notes

dqn_of_dwa_matlab

learning the weight of each paras in DWA(Dynamic Window Approach) by using DQN(Deep Q-Learning)

energy-efficiency-in-reinforcement-learning

Code for the paper 'Energy Efficiency in Reinforcement Learning for Wireless Sensor Networks'

exampleimm

This is an implement on the algorithm of the interacting multiple model algorithm.

exercises_thushv_dot_com

Here lies all the exercises I implement and share in my website

filtering

Bayesian Filters MATLAB Codebook

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

firstcontactwithtensorflow

This repository contains the information required by the TensorFlow Hands-on at Summer Seminar ETSETB TelecomBCN, 4-8 July 2016

flappybird-ql

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

gaft

A Genetic Algorithm Framework in Python

gan-keras

里面包含许多GAN算法的Keras源码，可以用于训练自己的模型。

geatpy

A high-performance GEA framework for Python. Welcome to star and fork.

genetic-algorithm

Genetic algorithm implementation for the multidimensional knapsack problem

geneticalgorithm

遗传算法的JS实现

greedy-algorithm-for-knapsack-problem-with-categorical-constraint

hands-on-deep-learning-with-tensorflow

Hands-On Deep Learning with TensorFlow, published by Packt

hands-on-reinforcement-learning-with-python

Hands-On Reinforcement Learning with Python, published by Packt

hb-cb-design-ordering

[ICNC 2020] Hybrid Beamformer Codebook Design and Ordering for Compressive mmWave Channel Estimation

historyobjectrecognition

hybrid-relay-ris

Hi all, some readers ask me the code for channel modeling and Algorithms in the paper "Hybrid Relay-Reflecting Intelligent Surface-Assisted Wireless Communication" (available on https://arxiv.org/pdf/2103.03900.pdf ). I upload them here, and hope this helps!!!

idp

containing works for my IDP on Social LSTM

image_class

基于keras集成多种图像分类模型： VGG16、VGG19、InceptionV3、Xception、MobileNet、AlexNet、LeNet、ZF_Net、ResNet18、ResNet34、ResNet50、ResNet_101、ResNet_152、DenseNet

imm_enkf_traffic_estimation_incident_detection

This repository contains supporting codes for the paper “Interactive multiple model ensemble Kalman filter for traffic estimation and incident detection.”. Please see readme for more details on how to run the codes.

intelligent-reflecting-surface-aided-multi-user-mmwave-communications-for-coverage-enhancement

PIMRC paper Reproducible codes

introrl

Intro to Reinforcement Learning (强化学习纲要）