D-DQN Reinforcement Learning for device selection in Federated Learning
☆42Jun 27, 2023Updated 3 years ago
Alternatives and similar repositories for flsim_dqn
Users that are interested in flsim_dqn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A simulation framework for Federated Learning written in PyTorch☆206Apr 9, 2022Updated 4 years ago
- In this work, we propose a novel formulation titled Federated Deep Q Networks (F-DQN) to perform distributed learning for Deep RL algorit…☆21Dec 25, 2020Updated 5 years ago
- Parallel training on multiple Deep RL agents with Federated Learning approach to gain higher rewards☆35Sep 1, 2022Updated 3 years ago
- Welcome to FLSim_V2, a PyTorch based federated Reinforcement learning simulation framework☆10Dec 15, 2022Updated 3 years ago
- ☆34May 14, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Codebase for "Greedy Shapley Client Selection for Communication-Efficient Federated Learning"☆21Dec 17, 2023Updated 2 years ago
- FLASH-RL (Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning) is a novel and effective strategy f…☆54Apr 30, 2024Updated 2 years ago
- ☆42Feb 9, 2020Updated 6 years ago
- FeDQN is a federated pipeline for training reinforcement learning agent of atari game, the Pong, developed during my first semester at Is…☆25Jun 28, 2021Updated 5 years ago
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Jan 7, 2023Updated 3 years ago
- Deep Reinforcement Learning for Offloading and Resource Allocation in Vehicle Edge Computing and Networks☆20Apr 20, 2022Updated 4 years ago
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆17Feb 2, 2024Updated 2 years ago
- Federated learning used to detect credit card fraud☆13Jun 23, 2020Updated 6 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆123Oct 22, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The implementation of FedMix☆11Aug 18, 2022Updated 3 years ago
- Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding (Findings of EMNLP'23)☆11Aug 24, 2024Updated last year
- FIWARE 507: Cloud-Edge Processing☆13May 15, 2026Updated last month
- Diverse Client Selection for Federated Learning via Submodular Maximization☆34Aug 3, 2022Updated 3 years ago
- Repo to reproduce results for Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning☆26Apr 14, 2023Updated 3 years ago
- A framework that exploits the potentials of distributed federated learning and double deep Q-networks to minimize joint energy and delay …☆11Apr 21, 2021Updated 5 years ago
- PyTorch Quantization Framework For OCP MX Datatypes.☆16May 30, 2025Updated last year
- Yali Zhang, Haifan Yin, Weidong Li, Emil Björnson, Mérouane Debbah, "Port-LLM: A Port Prediction Method for Fluid Antenna based on Large …☆16Sep 1, 2025Updated 10 months ago
- The source code of 《Large AI Model-Based Semantic Communications》☆62Mar 20, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official implementation of "LOOK, LISTEN AND PAY MORE ATTENTION: FUSING MULTI-MODAL INFORMATION FOR VIDEO VIOLENCE DETECTION" ICASSP2022☆11Apr 28, 2022Updated 4 years ago
- Code of "HSFL: Efficient and Privacy-Preserving Offloading for Split and Federated Learning in IoT Services" published on International C…☆16Oct 30, 2023Updated 2 years ago
- ALL is a pre-training method based on Federated Meta-Learning and Reinforcement Learning, which is used to address the small-sample issue…☆12Jun 12, 2022Updated 4 years ago
- [NeurIPS2021] Federated Reinforcement Learning with Theoretical Guarantees. The repo contains code and experiments for our Federated Poli…☆106Apr 16, 2025Updated last year
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆124Jul 1, 2022Updated 4 years ago
- ☆11Jul 7, 2024Updated 2 years ago
- Yan, Ruibin, Yijun Gu, Zeyu Zhang, and Shouzhong Jiao. 2023. "Vehicle Trajectory Prediction Method for Task Offloading in Vehicular Edge …☆14Sep 27, 2023Updated 2 years ago
- A Survey on Wi-Fi Channel State Information Datasets for Human Activity Recognition☆14Aug 3, 2022Updated 3 years ago
- ☆16Nov 10, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Geometric median in Python☆13Apr 7, 2016Updated 10 years ago
- Edge Computing AI and Smart Contract☆10May 30, 2023Updated 3 years ago
- Source code for the paper "Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks", this…☆13Aug 22, 2024Updated last year
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆18Mar 27, 2021Updated 5 years ago
- Edge computing simulator☆11Aug 21, 2018Updated 7 years ago
- ☆10Oct 20, 2020Updated 5 years ago
- An online federated reinforcement learning algorithm published in INFOCOM2024☆16Dec 1, 2024Updated last year