vananle

TNSM2023

Implementation and experiment's results of TNSM2023 paper titled "Achieving Multi-time-step Segment Routing via Traffic Prediction and Compressive Sensing Techniques"

carla-driving-rl-agent

Code for the paper "Reinforced Curriculum Learning for Autonomous Driving in CARLA" (ICIP 2021)

edgekv-jpdc-2020

A Decentralized, Scalable, and Consistent Storage for the Edge

faas-sim

A framework for trace-driven simulation of serverless Function-as-a-Service platforms

federated-learning-lib

A library for federated learning (a distributed machine learning process) in an enterprise environment.

FedFed

[NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"

FedGen

Code and data accompanying the FedGen paper

FedKTL

CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning

G_VBSM_Dataset_Condensation

[CVPR2024 highlight] Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching (G-VBSM)

IcarusRepoSEND

InterFuser

[CoRL 2022] InterFuser: Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer

jetson-containers

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

KubeFATE

Manage federated learning workload using cloud native technologies.

MAGNNETO-TE

marl-amr

Multi-agent reinforcement learning for adaptive mesh refinement

MATE-JT

Model-Based-MARL

NVFlare

NVIDIA Federated Learning Application Runtime Environment

off-policy

PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.

on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

OpenFedLLM

poseidon

Poseidon is a python-based application that leverages software defined networks (SDN) to acquire and then feed network traffic to a number of machine learning techniques. The machine learning algorithms classify and predict the type of device.

serverledge

A FaaS platform for Edge-Cloud environments.

serverlessonedge

Decentralized framework for the distribution of lambda functions to multiple serverless platforms

teal

Codebase for Teal (SIGCOMM 2023)

TiKick

Learning-based agent for Google Research Football (足球游戏智能体)

TiZero

Code accompanying the paper "TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play" (AAMAS 2023) 足球游戏智能体

TiZero2

Code accompanying the paper "TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play" (AAMAS 2023) 足球游戏智能体

vnquant

VietNam Data Stock Market Price