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GitHub topics: federated-reinforcement-learning

flint-xf-fan/Federated-RLHF

[AAMAS 2025] Privacy-preserving and Personalized RLHF, with convergence guarantees. The Code contains experiments for training multiple instances of GPT-2 for personalized sentiment aligned text generation.

Language: Python - Size: 742 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 6 - Forks: 0

flint-xf-fan/Byzantine-Federated-RL

[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.

Language: Python - Size: 446 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 92 - Forks: 12

siomvas/awesome-federated-reinforcement-learning

Publication catalog for research on Federated RL (FRL).

Size: 4.88 KB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 79 - Forks: 13

nabazar/PolicyAggregation

Adaptive Confidence-Weighted Policy Aggregation: A Novel Method for Federated Reinforcement Learning

Language: Jupyter Notebook - Size: 597 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

The-FinAI/trials

Our codebase trials provide an implementation of the Select and Trade paper, which proposes a new paradigm for pair trading using hierarchical reinforcement learning. It includes the code for the proposed method and experimental results on real-world stock data to demonstrate its effectiveness.

Language: Python - Size: 5.43 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 90 - Forks: 22

philip-jordan/decentralized-byzantine-RL

Experiments code for AAMAS'24 paper on "Decentralized Federated Policy Gradient with Byzantine Fault-Tolerance and Provably Fast Convergence"

Language: Python - Size: 1.95 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

DesikRengarajan/FEDORA

[FL-ICML 2023] Code for Federated Ensemble-Directed Offline Reinforcement Learning

Language: Python - Size: 24.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 2

yining043/Byzantine-Federeated-RL Fork of flint-xf-fan/Byzantine-Federeated-RL

This repo implements our paper, "Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee", which has been accepted at NuerIPS 2021.

Language: Python - Size: 445 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Related Keywords
federated-reinforcement-learning 8 reinforcement-learning 4 federated-learning 4 pytorch 2 fedrl 2 policy-gradient 2 finance 1 fintech 1 hierarchical-reinforcement-learning 1 pair-trading 1 stable-baselines3 1 stock-market 1 optimization 1 trading-tasks 1 byzantine-fault-tolerance 1 decentralization 1 robust-optimization 1 federated-offline-reinforcement-learning 1 offline-reinforcement-learning 1 adversarial-robustness 1 drl-trading-agents 1 drl-framework 1 drl-algorithms 1 deep-reinforcement-learning 1 chinese-stock 1 algorithm-trading 1 sample-efficient-rl 1 byzantine-reinforcement-learning 1 rlhf 1 rft 1 reinforcement-learning-from-human-feedback 1 personalized-rlhf 1 llms 1 fedrlhf 1 federated-rlhf 1