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GitHub / 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.

JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flint-xf-fan%2FByzantine-Federated-RL
PURL: pkg:github/flint-xf-fan/Byzantine-Federated-RL

Stars: 92
Forks: 12
Open issues: 0

License: None
Language: Python
Size: 446 MB
Dependencies parsed at: Pending

Created at: almost 5 years ago
Updated at: 4 months ago
Pushed at: 4 months ago
Last synced at: 4 months ago

Topics: byzantine-reinforcement-learning, federated-learning, federated-reinforcement-learning, fedrl, policy-gradient, reinforcement-learning, sample-efficient-rl

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