siomvas / awesome-federated-reinforcement-learning
Publication catalog for research on Federated RL (FRL).
☆76Updated 3 years ago
Related projects: ⓘ
- code for NeurIPS2021 paper on Federated Reinforcement Learning with Byzantine Resilience☆83Updated last year
- 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…☆23Updated 3 years ago
- Federated Reinforcement Learning project☆24Updated 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…☆17Updated 3 years ago
- Hao Jin, Yang Peng, Wenhao Yang, Shusen Wang and Zhihua Zhang. Federated Reinforcement Learning with Environment Heterogeneity. AISTATS, …☆53Updated 2 years ago
- ☆38Updated 4 years ago
- Welcome to FLSim_V2, a PyTorch based federated Reinforcement learning simulation framework☆9Updated last year
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- Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT☆24Updated 5 months ago
- FLASH-RL (Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning) is a novel and effective strategy f…☆30Updated 4 months ago
- Implementation of "Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning" (https://arxiv.org/pdf/1712.08266.pdf)☆36Updated 6 years ago
- Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication☆96Updated 3 years ago
- Adaptive Offloading of Federated Learning on IoT Devices☆67Updated last year
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- qiongwu86 / Asynchronous-Federated-Learning-Based-Mobility-aware-Caching-in-Vehicular-Edge-Computing☆59Updated last year
- Implemented D-DQN Reinforcement Learning for device selection in Federated Learning☆37Updated last year
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- Federated Reinforcement Learning☆11Updated 5 years ago
- [FL-ICML 2023] Code for Federated Ensemble-Directed Offline Reinforcement Learning☆20Updated last year
- Research on incentive mechanism design in mobile crowdsensing and mobile edge computing by deep reinforcement learning approaches.☆111Updated 3 years ago
- Code for 'Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing', published in IEEE TPDS.☆82Updated last year
- Federated Learning over Wireless Networks☆44Updated 2 years ago
- Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge☆30Updated 2 years ago
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- An online federated reinforcement learning algorithm published in INFOCOM2024☆11Updated 8 months ago
- [INFOCOM 2022] AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning☆43Updated last year
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- FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)☆51Updated 3 years ago