DreamChao

DPDS-AoI

ET-BERT

The repository of ET-BERT, a network traffic classification model on encrypted traffic. The work has been accepted as The Web Conference (WWW) 2022 accepted paper.

latex-templates

Templates of all kind

MDVO

Mean-field reinforcement learning for decentralized task offloading in vehicular edge computing

A-bidirectional-GPT-approach-for-detecting-malicious-network-traffic

This approach of Intrusion Detection uses two GPT models, which are trained on normal network traffic, to predict sequences of communication patterns and thereby score network packets.

CAVDN

Multi-Agent Deep Reinforcement Learning for Task Offloading in UAV-Assisted Mobile Edge Computing

renewableEV

Bargaining game code

Vehicular-Honeypot-Control

educational_resource_learn_deep_reinforcement_learning

An educational resource to help anyone learn deep reinforcement learning.

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

learn2learn

A PyTorch Library for Meta-learning Research

SemSharing

This repository hosts a demonstration of the semantic encoder and decoder algorithm as presented in the paper "AI-Generated Incentive Mechanism and Full-Duplex Semantic Communications for Information Sharing"

MAML-Pytorch-RL

code for MAML-RL with Pytorch

DRL-for-Energy-Systems-Optimal-Scheduling

The source code for Performance comparision of Deep RL algorithms for Energy Systems Optimal Scheduling

basic-signaling-games

Python implementations of Basic Signaling Games proposed by David Lewis

FedML

FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).

ai-for-social-science

Contract_based_Threat_sharing

metarl-offloading

nash-mtl

Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]

Green_ride-sharing_bargaining_game

Renewable-Based Charging in Green Ride-Sharing

Intrusion-Detection-System-Using-CNN-and-Transfer-Learning

Code for intrusion detection system (IDS) development using CNN models and transfer learning

cowrie

Cowrie SSH/Telnet Honeypot https://cowrie.readthedocs.io

UAV-RIS_EH_DDPG

深度确定性策略梯度(DDPG)方案

EPECInstances

An Instance generator for NASPs (Nash Games among Stackelberg Players)

Algorithm-for-DT-MEC-network-resource-allocation

DT-MEC-A3C

Stackelberg-Meta-Learning

This repo is for Stackelberg meta-learning project.

SciencePlots

Matplotlib styles for scientific plotting

Tetris-deep-Q-learning-pytorch

Deep Q-learning for playing tetris game

distributed-learning-contributivity

Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.