Hao Jin, Yang Peng, Wenhao Yang, Shusen Wang and Zhihua Zhang. Federated Reinforcement Learning with Environment Heterogeneity. AISTATS, 2022.
☆63Feb 14, 2022Updated 4 years ago
Alternatives and similar repositories for FedRL
Users that are interested in FedRL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Publication catalog for research on Federated RL (FRL).☆85Sep 11, 2021Updated 4 years ago
- ☆39Dec 8, 2022Updated 3 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 4 years ago
- FedFormer: Contextual Federation with Attention in Reinforcement Learning (AAMAS 2023)☆44Nov 10, 2024Updated last year
- Federated Reinforcement Learning project☆33Feb 26, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [NeurIPS2021] Federated Reinforcement Learning with Theoretical Guarantees. The repo contains code and experiments for our Federated Poli…☆105Apr 16, 2025Updated last year
- 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
- [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing☆70Nov 24, 2022Updated 3 years ago
- We will implement this framework.☆32Jun 7, 2022Updated 3 years ago
- ☆17May 10, 2020Updated 5 years ago
- ☆42Feb 9, 2020Updated 6 years ago
- Federated learning client selection☆21Feb 27, 2023Updated 3 years ago
- Welcome to FLSim_V2, a PyTorch based federated Reinforcement learning simulation framework☆10Dec 15, 2022Updated 3 years ago
- Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.☆46Mar 12, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Federated Reinforcement Learning☆12Jun 20, 2019Updated 6 years ago
- LLM-Based Multi-Agent Situation Awareness☆16Apr 7, 2026Updated 3 weeks ago
- Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication☆122Apr 2, 2021Updated 5 years ago
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆24May 18, 2022Updated 3 years ago
- Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving☆40Nov 2, 2023Updated 2 years ago
- The codes are for the paper: ``Complete Dictionary Learning via \ell_p-norm Maximization'',Yifei Shen∗ , Ye Xue∗ , Jun Zhang , Khaled B. …☆11Nov 21, 2020Updated 5 years ago
- Code for the DP cross-silo federated learning paper☆11Jul 10, 2020Updated 5 years ago
- This is the code for paper "Correlation-aware Cooperative Multigroup Broadcast 360° Video Delivery Network: A Hierarchical Deep Reinforce…☆29Apr 3, 2021Updated 5 years ago
- ☆40Jul 17, 2022Updated 3 years ago
- 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.
- Source code for simulating a Home Energy Management System with Deep Reinforcement Learning☆33Aug 21, 2023Updated 2 years ago
- ☆10Jul 18, 2023Updated 2 years ago
- A real-time workflow scheduling system in a cloud computing environment with a deep reinforcement learning approach☆29May 13, 2022Updated 3 years ago
- Active Learning with Partial Feedback, ICLR 2019☆11Apr 27, 2020Updated 6 years ago
- PyTorch Official Implementation of DiscriminAtive Masking (NeurIPS 2021)☆13Aug 28, 2024Updated last year
- Graduation project researching a trading agent on microgrids to trade energy between them☆43Jan 24, 2022Updated 4 years ago
- The code for the paper "QuAFL: Federated Averaging Can Be Both Asynchronous and Communication-Efficient"☆17Mar 26, 2023Updated 3 years ago
- [CLOUD'22] Learning to Dynamically Select the Optimal Scheduler in Cloud Computing Environments☆14May 25, 2022Updated 3 years ago
- This repository contains the Python implementation of our submitted paper titled "Deep Reinforcement Learning for Joint Trajectory and Co…☆15Jun 29, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Physically Consistent Neural Networks☆21Mar 21, 2025Updated last year
- Code for thesis on Multi-Robot Informative Path Planning for mapping unkown spatial fields.☆11Sep 7, 2024Updated last year
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Aug 21, 2021Updated 4 years ago
- A repository for a Deep Q-Learning approach to intrusion detection for networks cyber-attacks.☆10Sep 3, 2021Updated 4 years ago
- Federated learning with model quantization☆16Nov 28, 2021Updated 4 years ago
- A simulation of energy consumption of a federated learning system based on the non-orthogonal multiple access (NOMA) transmission protoco…☆29Dec 30, 2020Updated 5 years ago
- Software-Hardware Implementation of IEEE 802.11a Wifi Standard☆14Apr 17, 2023Updated 3 years ago