Tulin2010

Tulin2010's Stars

• oxwhirl/wqmix

  Code for Weighted QMIX

  Language:Python12135

• jianzhnie/deep-marl-toolkit

  MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT...

  Language:Python10512

• fb1n15/edge-cloud-resource-allocation-using-MARL

  Language:Jupyter Notebook8

• jamesliu/nanoPPO

  An efficient implementation of the Proximal Policy Optimization (PPO) algorithm with linear and attention policy for reinforcement learning.

  Language:Python8

• RvuvuzelaM/self-attention-ppo-pytorch

  I used this paper as inspiration https://arxiv.org/pdf/1904.03367.pdf

  Language:Python284

• oxwhirl/pymarl

  Python Multi-Agent Reinforcement Learning framework

  Language:Python1.8k382

• lifwen/TempoScale

  A work published in 2024 IEEE 17th International Conference on Cloud Computing (CLOUD).

  Language:Python11

• beloglazov/planetlab-workload-traces

  A set of CPU utilization traces from PlanetLab VMs collected during 10 random days in March and April 2011

  2621

• GeorgeCodeHub/Analysis-and-prediction-of-air-pollution-using-BiLSTM-Conv1D

  The goal was to use Neural Networks to predict future values from historical data in specific locations. In the context of this master thesis, 6 research papers were studied for the different types of neural network models on data related to air pollution and time series forecasting.

  Language:Jupyter Notebook41

• Lavanya-Sathya/Dataset

  CPU Usage dataset

  1

• alibaba/clusterdata

  cluster data collected from production clusters in Alibaba for cluster management research

  Language:Jupyter Notebook1.6k406

• ai-boost/Awesome-GPTs

  Curated list of awesome GPTs 👍.

  3k214

• datvodinh/recurrent-ppo

  A Reinforcement Learning Project using PPO + LSTM

  Language:Python404

• gml16/rl-medical

  Communicative Multiagent Deep Reinforcement Learning for Anatomical Landmark Detection using PyTorch.

  Language:Python7921

• anubhavpatrick/Medical-Image-Classification-using-Deep-Reinforcement-Learning

  This repository is made for medical image classification using Deep Reinforcement Learning

  Language:Python122

• skydvn/DRL-CDC

  This is an instant noodle implementation of "Adaptive Task Offloading in Coded Edge Computing: A Deep Reinforcement Learning Approach"

  Language:Jupyter Notebook254

• qiongwu86/Edge-Caching-Based-on-Multi-Agent-Deep-Reinforcement-Learning-and-Federated-Learning

  Language:Python447

• qlt315/UCMEC_env

  Deep Reinforcement Learning Environments for User-Centric Mobile Edge Computing

  Language:Python205

• revenol/DDLO

  Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks

  Language:Python24684

• tranlenam/Task-Offloading-MEC-NOMA

  Simulation code for"A Max-Min Task Offloading Algorithm for Mobile Edge Computing Using Non-Orthogonal Multiple Access," IEEE Trans. Veh. Technol., vol. 72, no. 9, pp. 12332 - 12337, Sep. 2023 by V. Kumar, M. F. Hanif, M. Juntti, and L.-N. Tran

  Language:Python223

• yyds-xtt/DRL-MEC

  Dynamic Task Software Caching-Assisted Computation Offloading for Multi-Access Edge Computing

  Language:Python91

• linkpark/metarl-offloading

  Language:Python14751

• yjwong1999/Twin-TD3

  IEEE WCNC 2023: Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces

  Language:Python7816

• monimoyd/EndGameAssignment

  In this project a car agent is trained to to drive in City Road and reach destination given a City Map using TD3 Deep Reinforcement Learning Algorithm with LSTM

  Language:Jupyter Notebook31

• GiacomoPracucci/RL-edge-computing

  Reinforcement learning for load distribution in a decentralized Edge environment. This is the implementation of my Master's thesis project for the Data science course (October 2023).

  Language:Python181

• nash911/mec_rl

  RL and MARL from Mobile Edge Computing Load Optimization

  Language:Python10

• linkpark/RLTaskOffloading

  Language:Python10329

• yyds-xtt/DRL-TOBS

  Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.

  83

• ZWLab23/Asynchronous-DRL-based-Multi-Hop-Task-Offloading-in-RSU-assisted-IoV-Networks

  Language:Python204

• xuaikun/QDRL

  Source Code of QDRL: Queue-aware Online DRL for Computation Offloading in Industrial Internet of Things

  Language:Python11