fedrl

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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.

reinforcement-learning policy-gradient federated-learning federated-reinforcement-learning sample-efficient-rl byzantine-reinforcement-learning fedrl

Updated Apr 16, 2025
Python

flint-xf-fan / Federated-RLHF

Star

[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.

rft federated-reinforcement-learning llms rlhf reinforcement-learning-from-human-feedback fedrl personalized-rlhf fedrlhf federated-rlhf

Updated Aug 31, 2026
Python

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