贺超's repositories
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.
basic-signaling-games
Python implementations of Basic Signaling Games proposed by David Lewis
CAVDN
Multi-Agent Deep Reinforcement Learning for Task Offloading in UAV-Assisted Mobile Edge Computing
cowrie
Cowrie SSH/Telnet Honeypot https://cowrie.readthedocs.io
distributed-learning-contributivity
Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.
DRL-for-Energy-Systems-Optimal-Scheduling
The source code for Performance comparision of Deep RL algorithms for Energy Systems Optimal Scheduling
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/
educational_resource_learn_deep_reinforcement_learning
An educational resource to help anyone learn deep reinforcement learning.
EPECInstances
An Instance generator for NASPs (Nash Games among Stackelberg Players)
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.
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).
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
latex-templates
Templates of all kind
learn2learn
A PyTorch Library for Meta-learning Research
MAML-Pytorch-RL
code for MAML-RL with Pytorch
nash-mtl
Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]
renewableEV
Bargaining game code
SciencePlots
Matplotlib styles for scientific plotting
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"
Stackelberg-Meta-Learning
This repo is for Stackelberg meta-learning project.
Tetris-deep-Q-learning-pytorch
Deep Q-learning for playing tetris game
UAV-RIS_EH_DDPG
深度确定性策略梯度(DDPG)方案