federated-reinforcement-learning

There are 2 repositories under federated-reinforcement-learning topic.

trials
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.
algorithm-trading chinese-stock deep-reinforcement-learning finance fintech pair-trading pytorch stable-baselines3 stock-market drl-algorithms drl-framework drl-trading-agents federated-reinforcement-learning hierarchical-reinforcement-learning trading-tasks
Language:Python 100
flint-xf-fan / Byzantine-Federated-RL
code for NeurIPS2021 paper on Federated Reinforcement Learning with Byzantine Resilience
byzantine-reinforcement-learning federated-learning federated-reinforcement-learning policy-gradient reinforcement-learning sample-efficient-rl
Language:Python 75
siomvas / awesome-federated-reinforcement-learning
Publication catalog for research on Federated RL (FRL).
federated-learning federated-reinforcement-learning reinforcement-learning
68
DesikRengarajan / FEDORA
[FL-ICML 2023] Code for Federated Ensemble-Directed Offline Reinforcement Learning
federated-learning federated-reinforcement-learning offline-reinforcement-learning pytorch reinforcement-learning federated-offline-reinforcement-learning
Language:Python 19
philip-jordan / decentralized-byzantine-RL
Experiments code for AAMAS'24 paper on "Decentralized Federated Policy Gradient with Byzantine Fault-Tolerance and Provably Fast Convergence"
byzantine-fault-tolerance decentralization federated-reinforcement-learning policy-gradient robust-optimization
Language:Python 6
yining043 / Byzantine-Federeated-RL
This repo implements our paper, "Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee", which has been accepted at NuerIPS 2021.
adversarial-robustness federated-learning federated-reinforcement-learning optimization reinforcement-learning
Language:Python 1