flint-xf-fan / Byzantine-Federated-RLLinks
[NeurIPS2021] Federated Reinforcement Learning with Theoretical Guarantees. The repo contains code and experiments for our Federated Policy Gradient with Byzantine Resilience framework for improving sample efficiency of RL agents.
☆98Updated 4 months ago
Alternatives and similar repositories for Byzantine-Federated-RL
Users that are interested in Byzantine-Federated-RL are comparing it to the libraries listed below
Sorting:
- Hao Jin, Yang Peng, Wenhao Yang, Shusen Wang and Zhihua Zhang. Federated Reinforcement Learning with Environment Heterogeneity. AISTATS, …☆60Updated 3 years ago
- Publication catalog for research on Federated RL (FRL).☆83Updated 3 years ago
- FLASH-RL (Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning) is a novel and effective strategy f…☆46Updated last year
- [NeurIPS 2024] Code for Federated Ensemble-Directed Offline Reinforcement Learning☆25Updated 11 months ago
- ☆36Updated 2 years ago
- ☆39Updated 5 years ago
- FedFormer: Contextual Federation with Attention in Reinforcement Learning (AAMAS 2023)☆43Updated 9 months ago
- Federated Reinforcement Learning project☆30Updated 2 years ago
- hizircanbayram / FeDQN-A-Federated-Learning-Approach-for-Training-Reinforcement-Learning-Agent-of-Atari-GamesFeDQN is a federated pipeline for training reinforcement learning agent of atari game, the Pong, developed during my first semester at Is…☆24Updated 4 years ago
- ☆11Updated 4 years ago
- 关于Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee这篇论文的详细代码解读☆11Updated last year
- ☆19Updated 9 months ago
- Implementation of "Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning" (https://arxiv.org/pdf/1712.08266.pdf)☆39Updated 6 years ago
- ☆11Updated 2 years ago
- Implementation of the Adaptive Contextual Combinatorial Upper Confidence Bound (ACC-UCB) algorithm for the contextual combinatorial volat…☆21Updated 5 years ago
- Adaptive Offloading of Federated Learning on IoT Devices☆75Updated 2 years ago
- Welcome to FLSim_V2, a PyTorch based federated Reinforcement learning simulation framework☆10Updated 2 years ago
- D-DQN Reinforcement Learning for device selection in Federated Learning☆41Updated 2 years ago
- Federated Reinforcement Learning☆12Updated 6 years ago
- SFedChain: blockchain-based federated learning scheme for secure data sharing in distributed energy storage networks☆12Updated 3 years ago
- Code for 'Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing', published in IEEE TPDS.☆92Updated 2 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…☆21Updated 4 years ago
- Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"☆281Updated 3 months ago
- An online federated reinforcement learning algorithm published in INFOCOM2024☆17Updated 8 months ago
- FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)☆58Updated 4 years ago
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆28Updated 2 years ago
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆135Updated 5 years ago
- This repository implements FEDL using pytorch☆55Updated 4 years ago
- ☆13Updated 2 years ago
- A simulation framework for Federated Learning written in PyTorch☆208Updated 3 years ago